dmp.txt <- structure(
	.Data = list(
		"coefficients" = list(
			"fixed" = c("tvE0" = 1.56476987634549, "tvEmax" = 0.774762647799497, "tvEC50" = 112.914099443374, "dE0dBW" = 0.890946146554888, "dE0dSex" = 0.715928496374159, "dEmaxdRace" = 0.251997610668924, "EEps" = 0.100165447936956)
			, "random" = list("Subject" = matrix(
				as.numeric(c(
					 -0.579648602387598,  -0.329157500901263,  0.25668804847387
					,  -0.112965525398988,  -0.225407326217869,  0.338239869611096
					,  0.197903872395993,  0.0204692322147157,  -0.0921225121207125
					,  0.238633617045773,  -0.106685484944113,  0.100434949702288
					,  -0.191716040589443,  0.53905931497183,  0.0489346270785614
					,  -0.066609131697898,  -0.0523136917568978,  -0.19107399023777
					,  -0.123988080512937,  -0.210018042814281,  -0.0275363582228255
					,  -0.114876676375427,  0.103226550685715,  -0.0451214723742336
					,  0.0507906148413541,  -0.0241380537934525,  0.000975673348288793
					,  0.23946226763877,  -0.286721990670145,  -0.688865871897575
					,  0.475455042373547,  0.34603036737642,  -0.246588023414544
					,  -0.570800955378919,  -0.49138805109479,  -0.153946719098359
					,  -0.0621463890223399,  -0.123102310605498,  -0.226213078766213
					,  0.113811894907076,  0.706684603656887,  0.227086591020552
					,  -0.24870104110629,  -0.0383427535044087,  0.342330715853286
					,  0.0286250140731119,  -0.304870182935741,  0.333435703128776
					,  -0.300408021786343,  -0.545543158482528,  -0.364035670839784
					,  0.565625501961177,  -0.10983666112908,  0.20090886476262
					,  -0.130812318501239,  0.0617028685327717,  0.0962561788220472
					,  0.551522852763605,  -0.277540742695812,  0.0828955957933358
					,  -0.237454344562001,  0.149397516081694,  0.339916927443924
					,  0.138568541603386,  -0.558577590934861,  -0.522757871907069
					,  0.9204679158836,  0.344681024204064,  -0.0766102773752176
					,  -0.151663011122359,  -0.336722381681084,  -0.327442450184351
					,  0.0860371039090208,  0.178889663760884,  -0.340309060167617
					,  -0.106398148194665,  0.279662388060065,  0.4740722474463
					,  -0.265836774239671,  0.221792319390086,  -0.161160802068068
					,  0.258766241325682,  0.236805497889404,  -0.228968777623727
					,  0.509218282822638,  -0.0191314584767008,  0.126936957651557
					,  -0.162688129373036,  -0.0788381282395456,  0.212339564451199
					,  0.232343313617766,  0.0456023686291989,  -0.116671324186595
					,  -0.0900209221769179,  -0.355096913174586,  -0.0241551660203666
					,  0.460419654823515,  -0.122223956310581,  -0.421519493304156
					,  0.345773126929972,  0.198157655661933,  -0.290826243560962
					,  -0.00770904003018438,  -0.212536933668414,  0.257368821386341
					,  0.237175195132037,  -0.160208550692301,  0.130786337997725
					,  -0.195529775592668,  0.0318172139387628,  0.13515376326903
					,  0.589840763844961,  -0.384370240333705,  -0.235704829140743
					,  0.369566970290828,  0.0561814018020058,  -0.0569495767078999
					,  0.0844222971661866,  -0.158340913887757,  0.0455189823659687
					,  0.0956732929739271,  -0.180763012471545,  0.22471976465877
					,  -0.0281019144665269,  0.025707683201186,  0.00113428995315949
					,  0.00284210725337627,  0.0374658796001656,  0.152556841222147
					,  -0.0351265179765043,  0.0843728569056212,  -0.00251182076474597
					,  0.0368796677441115,  -0.106323493313741,  0.0685869762387987
					,  -0.0153714229056273,  0.0932442395300858,  0.137929193579372
					,  -0.0250143443556103,  0.160214053375465,  -0.158808065501814
					,  -0.0431467132519917,  -0.0428285481459228,  0.032319505243772
					,  0.0149734549551367,  -0.214653338317043,  0.0332850885951619
					,  -0.00321498011873843,  0.109925902095413,  -0.212211030712399
					,  -0.0148149564138368,  0.0614610518683564,  -0.306357996379755
					,  0.019651509137511,  0.24999448713532,  0.201531797815413
					,  0.00165217499621088,  0.0317283127007881,  -0.141155399725649
					,  -0.025696763079177,  -0.114786176704711,  -0.031837950458171
					,  -0.0194789686739643,  -0.0854223588735226,  0.126108776997378
					,  -0.0149253989113825,  -0.0601433025878753,  -0.0889744622384191
					,  0.00888265366680303,  0.26486054305971,  -0.251686398782364
					,  -0.00492725797874969,  0.230250977641685,  -0.147310745989029
					,  0.00139357292486983,  -0.105192642525927,  -0.007375771572444
					,  0.066276917008366,  -0.0289033672071365,  0.361615188317739
					,  0.0132511648059531,  -0.0574140383974762,  0.0955532313132327
					,  0.0813075625918701,  -0.0874445235120654,  -0.0151208835630458
					,  0.00778687591985583,  0.0201377776716925,  0.141282700142996
					,  0.00057635676885085,  0.0113917735032242,  -0.295774192858615
					,  0.00426620559071069,  0.0321262626692157,  -0.00314436420278002
					,  -0.00218570745252237,  -0.0965774619563895,  -0.156743731855467
					,  0.0247696907103378,  0.0368953291300776,  0.0743257293063611
					,  0.0273175285431082,  -0.0784884638931632,  -0.131327868178388
					,  0.0132898174043391,  -0.0319811974085311,  -0.111666072161843
					,  -0.0573254304020376,  0.125861533216018,  -0.0958027734292377
					,  0.00578612677085787,  0.0335346616964051,  0.189160300156598
					,  -0.030300761405777,  -0.124394338189917,  0.0647771329635079
					,  0.000228612889954682,  -0.127013041534539,  0.28622011431931
					,  0.0351381791328642,  0.195818124991995,  0.220728168981879
					,  -0.00863259754035822,  0.0626632731422783,  -0.0367080740513192
					,  -0.0035091912676048,  -0.335965666298011,  -0.00115479263558462
					,  0.101193871666567,  0.018803431440374,  -0.031462336189374
					,  0.0402433580685312,  -0.235143342848871,  0.000863668405526676
					,  -3.9944158197957e-005,  -0.101707328889044,  -0.226241961129687
					,  -0.0178010933930212,  0.0146875010796685,  -0.0968512409853098
					))
				, nrow = 120, ncol = 2
				, dimnames = list(
					as.character(c( "1", "2", "3", "4", "5", "6", "7", "8", "9", "10"
					  , "11", "12", "13", "14", "15", "16", "17", "18", "19", "20"
					  , "21", "22", "23", "24", "25", "26", "27", "28", "29", "30"
					  , "31", "32", "33", "34", "35", "36", "37", "38", "39", "40"
					  , "41", "42", "43", "44", "45", "46", "47", "48", "49", "50"
					  , "51", "52", "53", "54", "55", "56", "57", "58", "59", "60"
					  , "1", "2", "3", "4", "5", "6", "7", "8", "9", "10"
					  , "11", "12", "13", "14", "15", "16", "17", "18", "19", "20"
					  , "21", "22", "23", "24", "25", "26", "27", "28", "29", "30"
					  , "31", "32", "33", "34", "35", "36", "37", "38", "39", "40"
					  , "41", "42", "43", "44", "45", "46", "47", "48", "49", "50"
					  , "51", "52", "53", "54", "55", "56", "57", "58", "59", "60"))
					, as.character(c("nE0", "nEmax"))
					)
				))
			)
		, "logLik" = c(-222.124)
		, "nObs" = c(1080)
		, "nSubj" = c(120)
		, "nParm" = c(9)
		, "returnCode" = c(1)
		, "omega" = matrix(
			as.numeric(c(0.0872657174248537, -0, -0, 0.0563831354499587))
			, nrow = 2, ncol = 2
			, dimnames = list(
				as.character(c("nE0", "nEmax"))
				, as.character(c("nE0", "nEmax"))
				)
			)
		, "eta" = matrix(
			as.numeric(c(-0.000873291869999377, -0.00164802262335433, 0.0852257317612353, 0.0142190643213062, 0.291934464839688, 0.119243718162871, 0.0117574758056668, 0.497818282360364))
			, nrow = 2, ncol = 4
			, dimnames = list(
				as.character(c("nE0", "nEmax"))
				, as.character(c("mean", "var", "sd", "shrinkage"))
				)
			)
		, "eta_shrinkage" = list("Subject" = matrix(
			as.numeric(c(
				 0.0163190584595596,  0.0221177611124203,  0.0462445437923929
				,  0.0137122270816691,  0.0210019238310706,  0.0241801341350043
				,  0.012699858992386,  0.015923391583707,  0.0250712471239617
				,  0.0138701187834289,  0.0211987073860352,  0.046765049832133
				,  0.0136871289536261,  0.0169629530316019,  0.0242522961556792
				,  0.0128297273165858,  0.0214461610233094,  0.0315976784569503
				,  0.0129353577131513,  0.0248543756210415,  0.0224174171286045
				,  0.0133971204425501,  0.0159118991509643,  0.0403468097393314
				,  0.0131348110746458,  0.0196440321399537,  0.0446759447164632
				,  0.0126226117551291,  0.0271596219962944,  0.0332330264032892
				,  0.0121495072954978,  0.0150767379766295,  0.0235542605456116
				,  0.0142600274305153,  0.0282005022404522,  0.0290880775124939
				,  0.0129556182347141,  0.0155337268516752,  0.0306369080950238
				,  0.0124383659982148,  0.0156269535511552,  0.0273847730166788
				,  0.0125158832535463,  0.0157880914244799,  0.0994338184752121
				,  0.0125387825671638,  0.0163209022077508,  0.0221105378022241
				,  0.0132288851855969,  0.0366534921973662,  0.0975149574318887
				,  0.0125776116019365,  0.0236219723637551,  0.0255209846244203
				,  0.0128787531608662,  0.0154529663326913,  0.0211848187881167
				,  0.0139930940402528,  0.0233630240062026,  0.0454156919332504
				,  0.0139089324940267,  0.0181738179330826,  0.0214010712105118
				,  0.0129952643448751,  0.0274740770592275,  0.0454179729095188
				,  0.0127146429065273,  0.0164800642721092,  0.0391408725421896
				,  0.0131938118072618,  0.0200473654567164,  0.0221134601500914
				,  0.013051170849267,  0.0234305677622341,  0.0330733749591767
				,  0.0134365268852661,  0.0159250652938653,  0.0177129187768027
				,  0.0150816850506361,  0.0152643327000234,  0.104583690197173
				,  0.0131415438769235,  0.0169502706306683,  0.113514804132134
				,  0.0126254739316832,  0.0209632248009305,  0.0248477019544092
				,  0.012929433155704,  0.0193760007684291,  0.0174236099666096
				,  0.0128090152102205,  0.0226702327606299,  0.0520644394336309
				,  0.0133462599523805,  0.0193720121605289,  0.0585300347051458
				,  0.0128145875847496,  0.0230305869225155,  0.0979656480442228
				,  0.0125229480345628,  0.0253145871519383,  0.0584549801776693
				,  0.0129668859238734,  0.0226848455109437,  0.0248448318254739
				,  0.0129076050330969,  0.0185783951548142,  0.0275714450618527
				,  0.0144088221541756,  0.0185020488892333,  0.0361759457324976
				,  0.013135359084653,  0.0184577766773904,  0.040006044001745
				,  0.0126066322484504,  0.0193462524293697,  0.0355336839736571
				,  0.0138391291029842,  0.0212272388802483,  0.0273215636259083
				,  0.967838271737968,  0.666235836003852,  0.641196088603535
				,  1.0234522447232,  0.888886324946317,  0.804136322501134
				,  0.919786826094619,  0.871281393134607,  0.494663654299143
				,  0.993317991269579,  0.422443343881754,  0.583737143271938
				,  0.929097640989107,  0.846990602636658,  0.730693235202248
				,  1.04648086591909,  0.780401016390886,  0.452982611385651
				,  0.921783670199348,  0.422058788476949,  0.586520414525574
				,  0.973880078265046,  0.775615904814696,  0.534405147057101
				,  0.984893792903026,  0.552359399953955,  0.52471335578054
				,  0.975180902595956,  0.554742311996756,  0.293177729431829
				,  0.991825420248775,  1.02915877607276,  0.36731209961241
				,  1.01281847088579,  0.683182446591133,  0.407624469876827
				,  0.943495136852898,  0.813783299868344,  0.606003428206044
				,  0.985988829774269,  0.773015962119585,  0.81516102210175
				,  0.928657688011855,  0.897988793303517,  0.973181171611901
				,  0.972842820436561,  0.845004117740261,  0.640438628662019
				,  0.987687326483366,  0.312931137797534,  0.42031214828987
				,  1.0695326399857,  0.670866495780329,  0.448869280361919
				,  0.943770988935329,  0.765915440484646,  0.332177630813325
				,  1.16985209293191,  0.767871276089435,  0.271007040736731
				,  0.985275880357819,  0.889044572068901,  0.670854760658261
				,  1.0908563679985,  0.461281982379846,  0.307711283713341
				,  0.973704706292353,  1.03596264244968,  0.626647118363398
				,  0.993752639187023,  0.777064417228349,  0.482245502638395
				,  0.948081341797758,  0.833769076517537,  0.522271745297657
				,  0.989909651378579,  0.710200015205533,  0.521800414751083
				,  0.963283064075511,  0.961869728847209,  0.456747354270785
				,  1.05115999743951,  0.660240132169601,  0.49915564155067
				,  1.02647663739202,  0.829843820761893,  0.732280836947867
				,  0.957885006719696,  0.939638398544666,  0.695153235136789
				,  0.97168546484908,  0.421725904584377,  0.395910987991119
				,  0.944231699015528,  0.649671949422505,  0.41073316738636
				,  0.989127213866162,  0.784600202953122,  0.24229414096958
				,  1.01461812732024,  0.936075914531171,  0.512626061088653
				,  0.918414396307808,  0.54792743115477,  0.794380564434287
				,  1.03057409219309,  0.447599303868525,  0.443566226804898
				,  0.995005921559649,  0.909029999506729,  0.394724481426171
				,  1.11951811172444,  0.565136490214587,  0.634361267349353
				,  0.931015410276977,  0.72942474149471,  0.362424793961491
				,  1.00896687206006,  0.485077044715406,  0.731843287716592
				))
			, nrow = 120, ncol = 2
			, dimnames = list(
				as.character(c( "1", "2", "3", "4", "5", "6", "7", "8", "9", "10"
				  , "11", "12", "13", "14", "15", "16", "17", "18", "19", "20"
				  , "21", "22", "23", "24", "25", "26", "27", "28", "29", "30"
				  , "31", "32", "33", "34", "35", "36", "37", "38", "39", "40"
				  , "41", "42", "43", "44", "45", "46", "47", "48", "49", "50"
				  , "51", "52", "53", "54", "55", "56", "57", "58", "59", "60"
				  , "61", "62", "63", "64", "65", "66", "67", "68", "69", "70"
				  , "71", "72", "73", "74", "75", "76", "77", "78", "79", "80"
				  , "81", "82", "83", "84", "85", "86", "87", "88", "89", "90"
				  , "91", "92", "93", "94", "95", "96", "97", "98", "99", "100"
				  , "101", "102", "103", "104", "105", "106", "107", "108", "109", "110"
				  , "111", "112", "113", "114", "115", "116", "117", "118", "119", "120"))
				, as.character(c("nE0_shrinkage", "nEmax_shrinkage"))
				)
			))
		, "sigma" = matrix(
			as.numeric(c(0.0100331169604111))
			, nrow = 1, ncol = 1
			, dimnames = list(
				as.character(c("EEps"))
				, as.character(c("EEps"))
				)
			)
		, "method" = "ML"
		, "varFix" = matrix(
			as.numeric(c(0.00303171085818217, -0.000498544559605211, 0.0729040351662395, 0.00487009533752849, -0.00164382269448285, 0.00107829434225441, -2.24901703004395e-005, -0.000498544559605211, 0.00268815582365009, 0.151609890525308, -0.00238037597085882, 0.000160928190198543, -0.00314463362755876, -1.6638798548999e-005, 0.0729040351662395, 0.151609890525308, 179.652664795811, 0.311647676483364, -0.0387643909019143, 0.247141302373472, 0.000452629358439338, 0.00487009533752849, -0.00238037597085882, 0.311647676483364, 0.0451769637592552, -0.000448783386185847, 0.00406200572277537, -5.06267130898524e-005, -0.00164382269448285, 0.000160928190198543, -0.0387643909019143, -0.000448783386185847, 0.00313969763227534, -0.000212472233499401, 1.30966851603241e-005, 0.00107829434225441, -0.00314463362755876, 0.247141302373472, 0.00406200572277537, -0.000212472233499401, 0.00824330194866397, 2.3366596744765e-005, -2.24901703004395e-005, -1.6638798548999e-005, 0.000452629358439338, -5.06267130898524e-005, 1.30966851603241e-005, 2.3366596744765e-005, 6.25158486051601e-006))
			, nrow = 7, ncol = 7
			, dimnames = list(
				as.character(c("tvE0", "tvEmax", "tvEC50", "dE0dBW", "dE0dSex", "dEmaxdRace", "EEps"))
				, as.character(c("tvE0", "tvEmax", "tvEC50", "dE0dBW", "dE0dSex", "dEmaxdRace", "EEps"))
				)
			)
		, "omegaSE" = matrix(
			as.numeric(c(0.0115550866011054, 0, 0, 0.0290461134206496))
			, nrow = 2, ncol = 2, byrow = TRUE
			, dimnames = list(
				as.character(c("nE0", "nEmax"))
				, as.character(c("nE0", "nEmax"))
				)
			)
		, "Covariance" = matrix(
			as.numeric(c(0.0030317109, -0.00049854456, 0.072904035, 0.0048700953, -0.0016438227, 0.0010782943, -2.249017e-005,         0,         0,         0, -0.00049854456, 0.0026881558, 0.15160989, -0.002380376, 0.00016092819, -0.0031446336, -1.6638799e-005,         0,         0,         0, 0.072904035, 0.15160989, 179.65266, 0.31164768, -0.038764391, 0.2471413, 0.00045262936,         0,         0,         0, 0.0048700953, -0.002380376, 0.31164768, 0.045176964, -0.00044878339, 0.0040620057, -5.0626713e-005,         0,         0,         0, -0.0016438227, 0.00016092819, -0.038764391, -0.00044878339, 0.0031396976, -0.00021247223, 1.3096685e-005,         0,         0,         0, 0.0010782943, -0.0031446336, 0.2471413, 0.0040620057, -0.00021247223, 0.0082433019, 2.3366597e-005,         0,         0,         0, -2.249017e-005, -1.6638799e-005, 0.00045262936, -5.0626713e-005, 1.3096685e-005, 2.3366597e-005, 6.2515849e-006,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0, 0.00013352003,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0, 0.0008436767))
			, nrow = 10, ncol = 10
			, dimnames = list(
				as.character(c("tvE0", "tvEmax", "tvEC50", "dE0dBW", "dE0dSex", "dEmaxdRace", "stdev0", "nE0-nE0", "nEmax-nE0", "nEmax-nEmax"))
				, as.character(c("tvE0", "tvEmax", "tvEC50", "dE0dBW", "dE0dSex", "dEmaxdRace", "stdev0", "nE0-nE0", "nEmax-nE0", "nEmax-nEmax"))
				)
			)
		, "Correlation" = matrix(
			as.numeric(c(0.055060974, -0.17463564, 0.098784964, 0.41613578, -0.53280362, 0.21569637, -0.16336303,         0,         0,         0, -0.17463564, 0.051847428, 0.2181642, -0.21600302, 0.055393779, -0.66802425, -0.12835112,         0,         0,         0, 0.098784964, 0.2181642, 13.403457, 0.10939275, -0.051614559, 0.20308502, 0.013506127,         0,         0,         0, 0.41613578, -0.21600302, 0.10939275, 0.21254873, -0.037682034, 0.21048997, -0.095263415,         0,         0,         0, -0.53280362, 0.055393779, -0.051614559, -0.037682034, 0.056033005, -0.041764537, 0.093480798,         0,         0,         0, 0.21569637, -0.66802425, 0.20308502, 0.21048997, -0.041764537, 0.090792632, 0.10293185,         0,         0,         0, -0.16336303, -0.12835112, 0.013506127, -0.095263415, 0.093480798, 0.10293185, 0.002500317,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0, 0.011555087,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0, 0.029046113))
			, nrow = 10, ncol = 10
			, dimnames = list(
				as.character(c("tvE0", "tvEmax", "tvEC50", "dE0dBW", "dE0dSex", "dEmaxdRace", "stdev0", "nE0-nE0", "nEmax-nE0", "nEmax-nEmax"))
				, as.character(c("tvE0", "tvEmax", "tvEC50", "dE0dBW", "dE0dSex", "dEmaxdRace", "stdev0", "nE0-nE0", "nEmax-nE0", "nEmax-nEmax"))
				)
			)
		, "Inverse" = matrix(
			as.numeric(c(613.75343, -2.7389483, -0.018322809, -57.380494, 304.44246, -48.286004, 1280.0349,         0,         0,         0, -2.7389483, 917.45035, -1.3431142, 25.559431, -42.122656,  372.8765, 1430.7424,         0,         0,         0, -0.018322809, -1.3431142, 0.0078116298, -0.060786798, 0.10886358, -0.70491444, -2.2918027,         0,         0,         0, -57.380494, 25.559431, -0.060786798, 29.682067, -28.27702, 3.2889359, 153.31865,         0,         0,         0, 304.44246, -42.122656, 0.10886358, -28.27702, 475.68723, -32.597435, -128.44582,         0,         0,         0, -48.286004,  372.8765, -0.70491444, 3.2889359, -32.597435, 288.86995, -115.03642,         0,         0,         0, 1280.0349, 1430.7424, -2.2918027, 153.31865, -128.44582, -115.03642, 170478.95,         0,         0,         0,        -0,        -0,         0,         0,         0,         0,        -0, 7489.5132,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,        -0,        -0,         0,         0,         0,         0,        -0,         0,         0, 1185.2881))
			, nrow = 10, ncol = 10
			, dimnames = list(
				as.character(c("tvE0", "tvEmax", "tvEC50", "dE0dBW", "dE0dSex", "dEmaxdRace", "stdev0", "nE0-nE0", "nEmax-nE0", "nEmax-nEmax"))
				, as.character(c("tvE0", "tvEmax", "tvEC50", "dE0dBW", "dE0dSex", "dEmaxdRace", "stdev0", "nE0-nE0", "nEmax-nE0", "nEmax-nEmax"))
				)
			)
		, "LLTable" = data.frame(
			id = as.character(c( "1", "2", "3", "4", "5", "6", "7", "8", "9", "10", "11", "12", "13", "14", "15", "16", "17", "18", "19", "20", "21", "22", "23", "24", "25", "26", "27", "28", "29", "30", "31", "32", "33", "34", "35", "36", "37", "38", "39", "40", "41", "42", "43", "44", "45", "46", "47", "48", "49", "50", "51", "52", "53", "54", "55", "56", "57", "58", "59", "60", "1", "2", "3", "4", "5", "6", "7", "8", "9", "10", "11", "12", "13", "14", "15", "16", "17", "18", "19", "20", "21", "22", "23", "24", "25", "26", "27", "28", "29", "30", "31", "32", "33", "34", "35", "36", "37", "38", "39", "40", "41", "42", "43", "44", "45", "46", "47", "48", "49", "50", "51", "52", "53", "54", "55", "56", "57", "58", "59", "60"))
			, "LL" = c(4.2669856, 2.2313398, -6.9872388, 0.49362994, -5.0206675, -9.4228204, 1.7741893, -1.5906838, -2.5970016, 2.1746392, 4.2844596, 2.5670473, 4.8351368, -4.0841321, -7.0019596, -5.6920904, 1.7566126, -0.71006483, -0.95054413, 3.1080459, -8.4310232, 3.0564071, -2.7661734, -5.3610949, 3.5835819, 1.9952028, 1.1771437, -4.9278337, 2.0439445, 3.4479066, -7.7235286, -10.720797, 3.7928064, 7.4217584, -3.9517081, -4.9023607, -5.9619124, -3.1822224, -1.9463742, -1.9184376, -7.2805181, -7.246426, -2.611799, -4.3581096, -3.2948389, -2.8647324, -4.536552, -2.697635, -1.5389639, 0.060009364,  2.674163, -6.9880374, -2.4283079, -0.10571424, -0.69099264, -4.826049, -0.7323811, -15.332502, 1.0817754, -2.0013017, -4.4207679, -3.7983357, -8.0316025, 0.11398854, 4.3591645, 3.5571379, -15.71632, -9.3891359, -3.5447453, 0.0010758678, -2.277536, -3.7879747, 0.0040394419, 0.67797023, -3.3548231, -0.47313787, -0.081060162, -3.2747443, 5.8265842, -7.366127, -0.48988365, -2.8239263, -1.5244386, 2.7476876, -10.142026, -4.5562315, -11.015109, 5.5706494, -3.6334775, -5.5072773, -5.5966614, 2.2998471, -0.29799327, 2.0431708, 4.8105321, 1.9327817, 0.2122187, -0.31814613, 0.59962599, -2.5424405, -5.5272338, -2.9473555, 6.7816188, 5.5061039, -6.6106466, -8.0993807, 5.3269741, -1.8630716, 3.5377627, -4.6827827, -2.6639547, -5.9669904, -2.1878717, -3.5512589, -3.5158125,  2.908431, 0.40155468, 2.0140412, 4.3867997, -8.6049066)
			) # end of LLTable
		, "residuals" = data.frame(
			  ID1 = as.character(c(  "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   ""))
			, ID2 = as.character(c(  "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   ""))
			, ID3 = as.character(c(  "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   "",   ""))
			, ID4 = as.character(c("Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2"))
			, ID5 = as.character(c( "1",  "1",  "1",  "1",  "1",  "1",  "1",  "1",  "1",  "2",  "2",  "2",  "2",  "2",  "2",  "2",  "2",  "2",  "3",  "3",  "3",  "3",  "3",  "3",  "3",  "3",  "3",  "4",  "4",  "4",  "4",  "4",  "4",  "4",  "4",  "4",  "5",  "5",  "5",  "5",  "5",  "5",  "5",  "5",  "5",  "6",  "6",  "6",  "6",  "6",  "6",  "6",  "6",  "6",  "7",  "7",  "7",  "7",  "7",  "7",  "7",  "7",  "7",  "8",  "8",  "8",  "8",  "8",  "8",  "8",  "8",  "8",  "9",  "9",  "9",  "9",  "9",  "9",  "9",  "9",  "9", "10", "10", "10", "10", "10", "10", "10", "10", "10", "11", "11", "11", "11", "11", "11", "11", "11", "11", "12", "12", "12", "12", "12", "12", "12", "12", "12", "13", "13", "13", "13", "13", "13", "13", "13", "13", "14", "14", "14", "14", "14", "14", "14", "14", "14", "15", "15", "15", "15", "15", "15", "15", "15", "15", "16", "16", "16", "16", "16", "16", "16", "16", "16", "17", "17", "17", "17", "17", "17", "17", "17", "17", "18", "18", "18", "18", "18", "18", "18", "18", "18", "19", "19", "19", "19", "19", "19", "19", "19", "19", "20", "20", "20", "20", "20", "20", "20", "20", "20", "21", "21", "21", "21", "21", "21", "21", "21", "21", "22", "22", "22", "22", "22", "22", "22", "22", "22", "23", "23", "23", "23", "23", "23", "23", "23", "23", "24", "24", "24", "24", "24", "24", "24", "24", "24", "25", "25", "25", "25", "25", "25", "25", "25", "25", "26", "26", "26", "26", "26", "26", "26", "26", "26", "27", "27", "27", "27", "27", "27", "27", "27", "27", "28", "28", "28", "28", "28", "28", "28", "28", "28", "29", "29", "29", "29", "29", "29", "29", "29", "29", "30", "30", "30", "30", "30", "30", "30", "30", "30", "31", "31", "31", "31", "31", "31", "31", "31", "31", "32", "32", "32", "32", "32", "32", "32", "32", "32", "33", "33", "33", "33", "33", "33", "33", "33", "33", "34", "34", "34", "34", "34", "34", "34", "34", "34", "35", "35", "35", "35", "35", "35", "35", "35", "35", "36", "36", "36", "36", "36", "36", "36", "36", "36", "37", "37", "37", "37", "37", "37", "37", "37", "37", "38", "38", "38", "38", "38", "38", "38", "38", "38", "39", "39", "39", "39", "39", "39", "39", "39", "39", "40", "40", "40", "40", "40", "40", "40", "40", "40", "41", "41", "41", "41", "41", "41", "41", "41", "41", "42", "42", "42", "42", "42", "42", "42", "42", "42", "43", "43", "43", "43", "43", "43", "43", "43", "43", "44", "44", "44", "44", "44", "44", "44", "44", "44", "45", "45", "45", "45", "45", "45", "45", "45", "45", "46", "46", "46", "46", "46", "46", "46", "46", "46", "47", "47", "47", "47", "47", "47", "47", "47", "47", "48", "48", "48", "48", "48", "48", "48", "48", "48", "49", "49", "49", "49", "49", "49", "49", "49", "49", "50", "50", "50", "50", "50", "50", "50", "50", "50", "51", "51", "51", "51", "51", "51", "51", "51", "51", "52", "52", "52", "52", "52", "52", "52", "52", "52", "53", "53", "53", "53", "53", "53", "53", "53", "53", "54", "54", "54", "54", "54", "54", "54", "54", "54", "55", "55", "55", "55", "55", "55", "55", "55", "55", "56", "56", "56", "56", "56", "56", "56", "56", "56", "57", "57", "57", "57", "57", "57", "57", "57", "57", "58", "58", "58", "58", "58", "58", "58", "58", "58", "59", "59", "59", "59", "59", "59", "59", "59", "59", "60", "60", "60", "60", "60", "60", "60", "60", "60",  "1",  "1",  "1",  "1",  "1",  "1",  "1",  "1",  "1",  "2",  "2",  "2",  "2",  "2",  "2",  "2",  "2",  "2",  "3",  "3",  "3",  "3",  "3",  "3",  "3",  "3",  "3",  "4",  "4",  "4",  "4",  "4",  "4",  "4",  "4",  "4",  "5",  "5",  "5",  "5",  "5",  "5",  "5",  "5",  "5",  "6",  "6",  "6",  "6",  "6",  "6",  "6",  "6",  "6",  "7",  "7",  "7",  "7",  "7",  "7",  "7",  "7",  "7",  "8",  "8",  "8",  "8",  "8",  "8",  "8",  "8",  "8",  "9",  "9",  "9",  "9",  "9",  "9",  "9",  "9",  "9", "10", "10", "10", "10", "10", "10", "10", "10", "10", "11", "11", "11", "11", "11", "11", "11", "11", "11", "12", "12", "12", "12", "12", "12", "12", "12", "12", "13", "13", "13", "13", "13", "13", "13", "13", "13", "14", "14", "14", "14", "14", "14", "14", "14", "14", "15", "15", "15", "15", "15", "15", "15", "15", "15", "16", "16", "16", "16", "16", "16", "16", "16", "16", "17", "17", "17", "17", "17", "17", "17", "17", "17", "18", "18", "18", "18", "18", "18", "18", "18", "18", "19", "19", "19", "19", "19", "19", "19", "19", "19", "20", "20", "20", "20", "20", "20", "20", "20", "20", "21", "21", "21", "21", "21", "21", "21", "21", "21", "22", "22", "22", "22", "22", "22", "22", "22", "22", "23", "23", "23", "23", "23", "23", "23", "23", "23", "24", "24", "24", "24", "24", "24", "24", "24", "24", "25", "25", "25", "25", "25", "25", "25", "25", "25", "26", "26", "26", "26", "26", "26", "26", "26", "26", "27", "27", "27", "27", "27", "27", "27", "27", "27", "28", "28", "28", "28", "28", "28", "28", "28", "28", "29", "29", "29", "29", "29", "29", "29", "29", "29", "30", "30", "30", "30", "30", "30", "30", "30", "30", "31", "31", "31", "31", "31", "31", "31", "31", "31", "32", "32", "32", "32", "32", "32", "32", "32", "32", "33", "33", "33", "33", "33", "33", "33", "33", "33", "34", "34", "34", "34", "34", "34", "34", "34", "34", "35", "35", "35", "35", "35", "35", "35", "35", "35", "36", "36", "36", "36", "36", "36", "36", "36", "36", "37", "37", "37", "37", "37", "37", "37", "37", "37", "38", "38", "38", "38", "38", "38", "38", "38", "38", "39", "39", "39", "39", "39", "39", "39", "39", "39", "40", "40", "40", "40", "40", "40", "40", "40", "40", "41", "41", "41", "41", "41", "41", "41", "41", "41", "42", "42", "42", "42", "42", "42", "42", "42", "42", "43", "43", "43", "43", "43", "43", "43", "43", "43", "44", "44", "44", "44", "44", "44", "44", "44", "44", "45", "45", "45", "45", "45", "45", "45", "45", "45", "46", "46", "46", "46", "46", "46", "46", "46", "46", "47", "47", "47", "47", "47", "47", "47", "47", "47", "48", "48", "48", "48", "48", "48", "48", "48", "48", "49", "49", "49", "49", "49", "49", "49", "49", "49", "50", "50", "50", "50", "50", "50", "50", "50", "50", "51", "51", "51", "51", "51", "51", "51", "51", "51", "52", "52", "52", "52", "52", "52", "52", "52", "52", "53", "53", "53", "53", "53", "53", "53", "53", "53", "54", "54", "54", "54", "54", "54", "54", "54", "54", "55", "55", "55", "55", "55", "55", "55", "55", "55", "56", "56", "56", "56", "56", "56", "56", "56", "56", "57", "57", "57", "57", "57", "57", "57", "57", "57", "58", "58", "58", "58", "58", "58", "58", "58", "58", "59", "59", "59", "59", "59", "59", "59", "59", "59", "60", "60", "60", "60", "60", "60", "60", "60", "60"))
			, IVAR = c(8.287752355, 12.94839825, 15.9574398, 12.58193413, 4.466660257, 1.361995581, 0.404103385, 0.119244067, 0.035147764, 52.15903189, 82.957835, 107.6877557, 99.79942525, 57.01904198, 30.51442252, 16.25554386, 8.65671884, 4.609932736, 667.2970058, 996.4965382, 1158.629129, 906.3603715, 407.607725, 177.3457787, 77.07401679, 33.49484911, 14.5561815, 5.400788535, 8.704660446, 11.47565911, 10.55321709, 5.39074591, 2.457802767, 1.10434688, 0.495209672, 0.221998915, 36.75173132, 57.87292594, 74.44233242, 70.16320089, 44.54094859, 27.14806106, 16.51842261, 10.04999445, 6.114510006, 381.059437, 636.2918707, 888.2933314, 870.4136088, 427.0208604, 161.5171487, 55.70212287, 18.4243586, 5.968597226, 6.203976513, 9.581428751, 11.56548817, 8.825214416, 3.013600089, 0.901149894, 0.264038663, 0.077100619, 0.022500747, 49.15688497, 75.16752833, 88.00624054, 60.66286857, 14.73706302, 2.762420558, 0.472435836, 0.07753435, 0.012467475, 671.147644, 948.9774183, 958.7362936, 509.6707704, 83.08297632, 11.721224, 1.613639949, 0.221133816, 0.030277947, 9.661929314, 14.38233359, 16.67084643, 13.09110733, 6.032446203, 2.700294296, 1.207681089, 0.54010974, 0.241552427, 101.380932, 130.3566419, 115.4092794, 56.42664779, 11.03528043, 2.131484971, 0.41163584, 0.079495624, 0.015352293, 454.4566786, 713.5737341, 899.7322964, 777.6882906, 376.368313, 168.682839, 75.11958966, 33.43443022, 14.88036345, 4.12081617, 6.742719885, 9.029541074, 8.108176926, 3.287769587, 1.007451057, 0.276441758, 0.07162516, 0.017938656, 57.97632959, 93.19132249, 122.8351045, 115.0282177, 63.97651481, 32.62404521, 16.49942523, 8.337590193, 4.21285102, 1365.719497, 1861.781595, 1841.613236, 1106.23223, 320.2221695, 91.28700039, 26.01735503, 7.41507812, 2.113334743, 6.185351705, 10.22707007, 14.081432, 13.73104239, 7.236666743, 3.197324364, 1.360111077, 0.57323809, 0.241035587, 42.632648, 65.05751928, 78.01201256, 62.40535464, 27.23502225, 11.2399097, 4.623393032, 1.901389169, 0.781944347, 597.6205851, 906.0466047, 1050.446071, 730.3835595, 199.3639163, 46.32742879, 10.4370654, 2.335706325, 0.521937174, 7.148431083, 10.98714112, 13.35253181, 10.93603527, 4.969151786, 2.129849929, 0.909584614, 0.38836172, 0.165814785, 139.3907833, 193.9846303, 192.5980909, 104.063436, 20.05614368, 3.609359976, 0.646281401, 0.115676551, 0.020704089, 983.4110769, 1512.342369, 1805.808939, 1336.64586, 418.2231184, 112.4046057, 29.39644737, 7.64603908, 1.986532969, 10.64851995, 15.27204571, 16.2472894, 10.37738691, 2.972014329, 0.812826634, 0.221808251, 0.060521479, 0.016513495, 89.05243641, 133.9689432, 153.2404759, 104.5038463, 28.096795, 6.548265822, 1.490139115, 0.337612718, 0.07642819, 736.2274983, 1185.062718, 1547.067408, 1358.383324, 583.6000619, 211.1681051, 73.72640234, 25.52466313, 8.818831003, 5.973181599, 9.378996804, 11.76081762, 9.861432403, 4.277662732, 1.676753418, 0.649778476, 0.251457629, 0.097295358, 104.8651895, 146.4656547, 148.6062771, 87.86184641, 22.2775444, 5.446032101, 1.329512161, 0.324549703, 0.079226272, 389.1709292, 634.3211119, 850.2664045, 791.1987074, 388.2443737, 162.6703708, 66.16047892, 26.74075616, 10.79357413, 2.697626052, 4.683232745, 7.111184031, 8.444142863, 6.627317732, 4.376286492, 2.78711187, 1.759818099, 1.108839374, 52.48663395, 81.85985366, 101.1692713, 82.10087224, 33.03048732, 11.94093658, 4.26180589, 1.518571926, 0.540984564, 853.2848432, 1248.850336, 1356.37417, 843.7679664, 195.3803707, 40.14619616, 8.116235003, 1.636929038, 0.330028614, 7.865807023, 11.27124392, 12.05775661, 7.967198752, 2.546497339, 0.786665654, 0.24272562, 0.07488974, 0.023106191, 72.70470335, 108.1975482, 123.8755741, 91.49374944, 34.93331866, 12.72489439, 4.624442716, 1.680403136, 0.610611483, 1245.517134, 1766.236789, 1801.143221, 988.2949307, 178.3194423, 28.57821921, 4.50753933, 0.70931121, 0.111579981, 3.399446061, 5.589083534, 7.696065227, 7.825054437, 5.064388655, 2.985298702, 1.7428601, 1.016436679, 0.592717781, 71.26789581, 106.9550624, 124.1832125, 93.48330576, 36.41027506, 13.44737541, 4.951716643, 1.823052407, 0.671178731, 819.1080751, 1205.173938, 1307.351821, 775.9639186, 141.3949625, 20.15383517, 2.649984303, 0.337145165, 0.042272232, 5.533457649, 9.422563741, 13.82789419, 15.60015675, 11.65261679, 7.625743037, 4.890691887, 3.126057553, 1.996993904, 70.57586362, 98.66010903, 96.62164435, 46.75701978, 5.67054174, 0.538707799, 0.047262835, 0.004015223, 0.000336344, 778.7040484, 1185.810695, 1406.370355, 1075.645807, 407.7261686, 143.146373, 49.93756126, 17.41141917, 6.070438676, 4.763545272, 8.012176274, 11.35825235, 11.51269807, 6.116842534, 2.541686203, 0.974117376, 0.361194475, 0.131978774, 132.1826296, 175.1897995, 164.0542395, 88.68679861, 20.90229342, 4.855474197, 1.127656185, 0.261890888, 0.06082247, 606.4763355, 982.7746306, 1304.920325, 1201.14531, 591.348844, 253.3000659, 106.0787837, 44.24643121, 18.44220447, 2.700355246, 4.556597768, 6.57216389, 7.185547003, 5.089325808, 3.178409463, 1.94930002, 1.192104094, 0.728709273, 50.13755566, 81.88043985, 109.7635694, 100.6738807, 45.72318694, 16.99546732, 6.006313454, 2.091338116, 0.724862162, 434.4453337, 692.4294564, 914.7731595, 916.7276725, 667.4831158, 468.5256611, 328.4139816, 230.1899924, 161.3430747, 6.822912495, 10.4915314, 12.48989589, 9.093485596, 2.660850073, 0.650391283, 0.152798226, 0.035541044, 0.008245509, 37.58557, 60.65050791, 79.15454285, 68.05702323, 26.10230488, 7.858251261, 2.188199891, 0.590664931, 0.157319591, 1044.082482, 1461.565267, 1491.365719, 895.0266035, 235.3039985, 59.74496983, 15.15053038, 3.841795775, 0.974181718, 4.869375812, 7.818266861, 10.1588606, 8.848359083, 3.75690328, 1.348285742, 0.46765648, 0.160947084, 0.0552896, 78.14962587, 118.3987275, 139.1811183, 105.0705459, 39.23032635, 13.63289285, 4.711313971, 1.627427107, 0.562141055, 361.9196121, 615.3916952, 895.7608992, 974.8262988, 636.9209866, 347.4402339, 182.1175295, 94.50293133, 48.9099418, 3.862257421, 6.52679221, 9.352989217, 9.740874264, 5.576956061, 2.55427492, 1.096722515, 0.460424698, 0.191695685, 118.1928013, 174.7237442, 193.1537195, 123.4299069, 29.42205957, 6.12176794, 1.246721615, 0.252961681, 0.051293034, 1320.024181, 1685.447893, 1515.123019, 819.1677746, 210.1594255, 53.65498609, 13.69811955, 3.497129921, 0.892817268, 5.90924789, 9.075756195, 10.70735241, 7.460403453, 1.819411761, 0.334850684, 0.055113707, 0.008554866, 0.001282123, 91.63911641, 138.1834427, 160.8668681, 118.9788607, 42.53669658, 14.13925129, 4.673077509, 1.543745651, 0.509954872, 867.2062938, 1026.525245, 746.1585262, 224.6002564, 14.54599244, 0.904556893, 0.056154094, 0.003485737, 0.000216375, 13.72453583, 20.76100078, 24.04983883, 16.92320779, 4.932651151, 1.262211584, 0.316740514, 0.079230003, 0.019808263, 56.61062528, 89.1603986, 114.3863782, 106.2368652, 64.31929819, 37.18473678, 21.44955169, 12.37153506, 7.135535464, 766.6898077, 1224.93885, 1565.422307, 1284.861839, 441.573387, 116.7768038, 28.1112789, 6.481857899, 1.462314278, 7.863960748, 12.42793935, 15.76877796, 13.48220369, 6.014075914, 2.409074225, 0.952557192, 0.376013809, 0.148395847, 51.11700456, 82.68826961, 110.7339647, 108.2232032, 67.33531523, 38.89553032, 22.33395053, 12.81782027, 7.356047571, 798.0989854, 1098.033026, 1071.390932, 569.4537698, 110.5134882, 20.33395135, 3.73013373, 0.684150076, 0.125479841, 8.205022221, 12.0111503, 13.03046785, 8.042015189, 1.803285906, 0.355010186, 0.068539984, 0.013190573, 0.002537198, 62.32784639, 98.83612654, 125.6421489, 105.9168106, 43.62711872, 15.60660537, 5.454874999, 1.898620735, 0.66032303, 610.5052834, 961.3493574, 1202.825295, 975.4261714, 363.8199021, 115.9412881, 35.87487145, 11.03229624, 3.388203922, 9.832950164, 15.42899235, 19.22200117, 15.61687284, 6.03627279, 2.041006422, 0.675972808, 0.223097071, 0.073586442, 36.5875656, 59.31195718, 80.70953512, 84.64757811, 65.82660795, 48.9919922, 36.38927225, 27.0259191, 20.07176836, 550.1682757, 800.6864368, 885.674895, 630.238179, 236.5331924, 86.06660266, 31.28582929, 11.3722587, 4.133760743, 7.707041196, 11.8316928, 14.46321648, 12.30680333, 6.363374201, 3.158453496, 1.5649648, 0.775356921, 0.384146891, 80.64311951, 119.2332055, 135.8240929, 101.8209281, 41.93255236, 16.69502254, 6.639099861, 2.640055762, 1.049823637, 1347.084352, 2036.363952, 2329.76728, 1532.675536, 338.4920465, 57.54508588, 8.907794101, 1.321093326, 0.19173484, 9.223200753, 13.79356443, 15.62318687, 10.52241144, 2.819525593, 0.664823498, 0.15384408, 0.035493836, 0.008184922, 43.0572826, 69.74748905, 92.94003093, 87.51740944, 47.16922356, 22.7770004, 10.85011732, 5.159301904, 2.452692229, 1102.970012, 1630.887091, 1834.490562, 1287.567909, 429.9258317, 135.4462892, 42.51885361, 13.34432204, 4.187985054, 7.02859075, 10.46533297, 12.25886036, 10.11898808, 5.382536554, 2.806613843, 1.462858676, 0.762462459, 0.39740606, 100.8893437, 142.1854352, 142.068751, 72.63543505, 10.37004449, 1.22497126, 0.138403667, 0.01545002, 0.001718848, 996.4439792, 1297.548481, 1100.818149, 397.1817737, 26.11834935, 1.305428885, 0.058745075, 0.002508592, 0.000104013, 4.850170261, 7.675581809, 9.854053298, 8.90062654, 4.79192613, 2.408565501, 1.204492445, 0.602116552, 0.300984428, 78.33995762, 111.3049274, 117.394031, 76.04872101, 23.70655915, 7.168558163, 2.165610964, 0.654207992, 0.19762907, 997.6576538, 1500.572197, 1769.19464, 1421.21978, 672.4811563, 307.670379, 140.5990436, 64.24820574, 29.35884735, 7.416099567, 10.6269234, 11.10400991, 6.477049999, 1.366418422, 0.261198781, 0.049393571, 0.009328772, 0.00176163, 73.08606586, 110.4587568, 126.3992552, 83.39756914, 18.70637348, 3.267445758, 0.5246427, 0.081302933, 0.012395719, 1070.971283, 1528.63234, 1694.189437, 1349.999611, 731.5118678, 393.4526153, 211.6116111, 113.8115587, 61.21153178, 4.730965854, 7.896378015, 11.04850914, 11.00785335, 5.839724578, 2.51023654, 1.019879587, 0.40701654, 0.161467593, 58.99872446, 98.1684906, 137.7412087, 142.7615573, 91.31881093, 51.67297376, 28.74181965, 15.94542447, 8.842700641, 548.5511678, 888.3032575, 1177.184796, 1077.004816, 520.3765381, 217.7137826, 88.90193565, 36.13903179, 14.67814472, 6.339586064, 9.412529122, 10.44346193, 6.596889859, 1.447291163, 0.264308512, 0.046312319, 0.008028461, 0.001387794, 37.36385411, 61.32433447, 83.24120509, 79.04148834, 39.75354693, 16.85279145, 6.896246647, 2.798713528, 1.133546501, 863.5018345, 1185.977726, 1122.365482, 509.3270513, 55.17876377, 4.765050288, 0.384835524, 0.030345049, 0.002371094, 3.897010605, 6.439837047, 8.870227836, 8.705337458, 4.734010675, 2.19164193, 0.983691277, 0.438578929, 0.195252632, 113.3587241, 151.1071887, 144.3771684, 83.09427828, 22.79542973, 6.18623891, 1.678627065, 0.455492456, 0.123597063, 600.8743779, 926.3340198, 1116.725052, 857.1209918, 303.3860674, 95.53820395, 29.62288156, 9.164654449, 2.834432811, 11.73630032, 16.04070418, 16.09668875, 10.19364262, 3.376196329, 1.105789341, 0.362128119, 0.11859093, 0.038836555, 56.9356622, 84.04713227, 96.01402652, 73.70506101, 32.79069125, 14.20408963, 6.14834756, 2.661304552, 1.151941695, 550.3891893, 866.3428817, 1094.100455, 937.7440301, 433.6327201, 183.1529277, 76.66244901, 32.05815109, 13.40449711, 4.365002318, 7.45129291, 10.87248439, 11.64157181, 6.826859941, 3.090527634, 1.277014903, 0.506521405, 0.196896336, 60.22453296, 98.08168135, 132.9819526, 132.689738, 85.24203893, 50.62274351, 29.86247302, 17.60539223, 10.37868434, 946.6915892, 1389.040962, 1566.55324, 1169.519339, 490.4274819, 200.0879419, 81.5700148, 33.25297675, 13.5559588, 5.048603858, 8.052195333, 10.25862749, 8.380470071, 2.869299759, 0.761122527, 0.184835577, 0.043188249, 0.009906619, 60.4883083, 92.36753722, 111.4658189, 91.78082752, 43.84524389, 20.02533232, 9.126805744, 4.159236404, 1.895423525, 853.4493233, 1310.891063, 1578.202999, 1234.142951, 479.818045, 171.241275, 60.62572468, 21.4467762, 7.586353521, 5.825813679, 8.70824388, 10.07866371, 7.655567061, 3.129655661, 1.225309446, 0.478792115, 0.187072079, 0.073091881, 51.14829505, 81.99368881, 105.3736269, 87.08364578, 29.82902619, 7.694056791, 1.771130971, 0.383724834, 0.080117441, 742.8384988, 1109.033472, 1286.511769, 996.2395382, 434.8220055, 183.1511676, 77.04384154, 32.40744085, 13.63172255, 5.858165563, 7.822739914, 8.079217969, 6.343026888, 3.658372983, 2.107494298, 1.214071401, 0.699394235, 0.402902413, 137.9745979, 190.9528322, 190.9935715, 111.0944349, 27.84635253, 6.766302558, 1.642486563, 0.39869256, 0.096777406, 939.9682958, 1402.726206, 1573.098975, 1017.106234, 235.2739023, 45.5571132, 8.487339414, 1.566161453, 0.288298784, 8.821502729, 13.07413094, 14.76007549, 10.40076608, 3.475501202, 1.092806454, 0.342260094, 0.10716535, 0.033554038, 82.68175219, 115.7173568, 123.6968837, 92.37792115, 44.28326578, 21.08631828, 10.0401971, 4.780612986, 2.276276078, 833.379195, 1214.124444, 1337.158914, 924.7601866, 316.6244293, 104.1374431, 34.19310657, 11.22635916, 3.685852615, 7.629689785, 12.1680256, 15.48185299, 12.55517091, 4.159742195, 1.043919322, 0.235117531, 0.050104696, 0.010340671, 61.06364657, 97.1451075, 123.6423806, 102.4313473, 38.21872507, 11.74783465, 3.445971766, 0.997625773, 0.28771599, 531.2259666, 858.8889934, 1133.440438, 1024.361229, 477.2352589, 190.8042348, 74.20226089, 28.69625723, 11.08501225, 3.195518742, 5.365933913, 7.588802626, 7.683182697, 4.127942695, 1.760846351, 0.700531912, 0.271644775, 0.104280994, 84.75761105, 126.6701641, 147.1401103, 114.0044288, 49.62441375, 20.82450876, 8.726704552, 3.656809884, 1.532334516, 377.1914044, 617.4990977, 831.1084891, 765.8873014, 347.0727423, 127.2484104, 44.0547533, 14.97427896, 5.058299806, 9.988512315, 15.06139838, 17.38966304, 12.2924312, 3.732323597, 1.01511594, 0.272352525, 0.072939278, 0.019529284, 83.42777652, 125.291224, 142.9324521, 97.23480638, 26.24153203, 6.177383228, 1.423000435, 0.326564921, 0.074893733, 559.2884442, 951.6714857, 1377.743698, 1443.899571, 793.2083022, 326.9561488, 119.8477058, 41.20323793, 13.60485384)
			, TAD = c(0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0)
			, PRED = c(  1.54712,   1.57385,   1.59008,   1.57182,   1.52362,   1.50337,    1.4969,   1.49496,   1.49438,    1.9774,   2.06073,    2.1108,   2.09609,   1.99256,   1.89743,    1.8301,   1.78776,   1.76299,   2.37976,   2.41303,   2.42309,   2.40606,   2.32382,    2.1905,   2.03143,   1.89437,    1.8056,   1.63857,   1.65865,   1.67468,   1.66942,   1.63851,   1.61971,   1.61071,   1.60658,   1.60472,   3.22262,   3.31562,   3.37391,   3.35987,   3.25982,   3.17106,   3.10506,   3.05932,   3.02905,   3.75012,   3.82774,   3.86555,   3.86351,   3.76951,   3.56784,   3.31046,     3.121,   3.03121,   1.42686,   1.44711,   1.45849,   1.44267,   1.40665,   1.39264,   1.38832,   1.38704,   1.38666,   3.08103,   3.17707,   3.21531,   3.12706,   2.89377,    2.8025,   2.78284,   2.77938,    2.7788,   3.67925,   3.71681,   3.71778,   3.64202,   3.24854,   2.91974,   2.84004,   2.82795,   2.82627,   1.30195,   1.32841,   1.34055,   1.32137,   1.28017,   1.25897,   1.24908,   1.24456,   1.24253,   1.77177,   1.83433,   1.80404,   1.63234,   1.38894,   1.31866,   1.30382,    1.3009,   1.30033,   2.01308,   2.06143,   2.08088,   2.06905,   1.98848,   1.85661,   1.70203,   1.56951,   1.48272,   1.25214,   1.26852,   1.28223,   1.27677,   1.24678,   1.23171,   1.22675,   1.22535,   1.22498,   1.57593,   1.66339,   1.71677,   1.70406,   1.59329,   1.48675,   1.41186,   1.36636,   1.34095,   4.99786,   5.01698,   5.01639,   4.98166,   4.81412,   4.52279,   4.26385,    4.1386,   4.09549,   3.69143,   3.72245,   3.75019,   3.74774,    3.6997,   3.66711,   3.65153,    3.6447,   3.64179,   1.76339,   1.83426,   1.86761,   1.82682,    1.7016,   1.62119,   1.58152,   1.56388,   1.55637,   3.53913,   3.58708,   3.60079,   3.56407,   3.33711,   2.99073,   2.78507,   2.72093,   2.70532,   1.85966,   1.88224,   1.89547,   1.88195,   1.84619,   1.82788,   1.81973,   1.81619,   1.81467,   1.73008,   1.79176,   1.79046,   1.67362,    1.4189,   1.32604,   1.30645,   1.30284,   1.30219,   4.08844,   4.12186,   4.13245,   4.11346,    3.9792,   3.69158,   3.40021,   3.25752,   3.21154,   1.71825,   1.74379,   1.74894,   1.71669,   1.67135,   1.65702,     1.653,    1.6519,    1.6516,   3.50245,   3.60384,   3.63685,   3.54205,   3.26155,   3.11757,   3.07591,    3.0659,    3.0636,   3.24986,   3.29569,    3.3146,   3.30591,   3.22081,   3.03511,   2.77936,   2.56939,   2.45781,   1.51552,   1.53601,   1.54968,   1.53882,   1.50487,   1.48793,   1.48103,   1.47832,   1.47726,   1.82906,   1.91195,    1.9155,   1.78529,   1.51333,   1.39494,   1.36068,   1.35193,   1.34978,    2.0929,   2.15006,   2.17631,   2.17037,   2.09257,   1.94969,   1.77861,   1.64072,   1.55997,    2.5429,   2.55933,    2.5787,     2.589,    2.5749,   2.55683,   2.54365,   2.53494,   2.52933,   1.53896,   1.61872,   1.65923,   1.61928,   1.46845,    1.3672,   1.32128,   1.30338,    1.2968,   2.27604,   2.30234,   2.30704,   2.27514,   2.08282,   1.79503,   1.64378,   1.60289,   1.59408,   3.01007,   3.03563,   3.04133,   3.01086,   2.96714,   2.95205,    2.9473,   2.94582,   2.94536,   4.26802,   4.36535,   4.39905,   4.32375,    4.1131,   3.97854,    3.9168,    3.8922,   3.88294,    2.1921,   2.20995,    2.2108,   2.17706,   1.95612,   1.63822,   1.51148,   1.48658,    1.4825,   1.51776,   1.53165,   1.54455,   1.54532,   1.52837,   1.51507,   1.50689,   1.50202,   1.49916,   3.37164,   3.47083,   3.50803,   3.43742,   3.22899,   3.09202,   3.02782,   3.00178,   2.99183,   3.38309,   3.41846,   3.42461,   3.37723,   3.06127,   2.65802,   2.52991,   2.51002,   2.50742,   3.78455,   3.81476,   3.84674,   3.85898,   3.83123,   3.80104,   3.77936,   3.76484,   3.75531,   3.95308,    4.0345,   4.02933,   3.86158,   3.61734,   3.57441,    3.5701,   3.56971,   3.56968,   3.77955,   3.81912,    3.8317,   3.81109,   3.68961,   3.46623,   3.21465,   3.04216,   2.95984,   2.83648,   2.86217,   2.88723,   2.88836,   2.84735,   2.81807,   2.80465,    2.7993,   2.79729,   2.05431,   2.12286,   2.10716,   1.95524,   1.67243,   1.55783,   1.52659,   1.51904,   1.51727,   4.18166,   4.23539,   4.25873,   4.25246,    4.1783,   4.03077,   3.82416,   3.62195,   3.48126,   2.89297,   2.90835,   2.92452,   2.92933,   2.91268,   2.89698,   2.88661,    2.8801,   2.87608,   3.88611,   3.99859,   4.07094,   4.04943,    3.8669,      3.71,   3.62994,   3.59772,   3.58595,   2.09933,   2.15053,   2.17403,    2.1742,   2.14706,    2.1087,   2.06093,   2.00419,   1.94018,   3.06914,   3.09708,   3.11162,   3.08663,   3.03529,   3.01805,   3.01368,   3.01265,   3.01241,   3.66864,   3.76803,    3.8305,   3.79457,   3.60687,   3.48456,   3.43865,   3.42489,   3.42109,   2.35872,   2.37877,    2.3798,   2.34754,    2.1831,   1.92766,   1.75123,   1.68506,    1.6662,   3.53986,    3.5632,   3.58093,   3.57109,   3.53075,   3.51041,   3.50276,   3.50007,   3.49914,   1.97278,   2.07528,   2.11539,   2.04553,   1.82208,   1.67244,   1.60498,   1.57922,      1.57,   2.11242,   2.19492,   2.23787,   2.24598,   2.19935,   2.10497,   1.96796,   1.80682,   1.65393,   2.66315,   2.68465,   2.70643,   2.70934,    2.6771,   2.65223,   2.63977,   2.63423,   2.63187,   3.23902,   3.33473,    3.3583,   3.24981,   2.93528,    2.7805,   2.74012,   2.73146,   2.72968,    2.4491,   2.46507,   2.45852,    2.4069,   2.17927,   1.85194,   1.63869,   1.56079,   1.53867,   3.04148,   3.06607,   3.07825,   3.05369,   3.00772,   2.99486,    2.9924,   2.99199,   2.99192,   3.57988,   3.68187,   3.71901,   3.64475,   3.40607,   3.24424,   3.17293,   3.14676,   3.13779,   2.31957,   2.33562,   2.30339,   2.10093,   1.55136,   1.44552,   1.43809,   1.43763,    1.4376,   2.00932,   2.04568,    2.0614,   2.02634,   1.95778,   1.93392,   1.92752,    1.9259,   1.92549,   3.07916,    3.1861,   3.24792,    3.2295,   3.10803,   2.99323,   2.90542,   2.84472,   2.80554,   1.89529,   1.92935,   1.94262,   1.93216,   1.83697,   1.61388,   1.37442,   1.26204,   1.22988,   3.40833,   3.44227,   3.46558,   3.44976,   3.39384,   3.36425,   3.35177,   3.34674,   3.34474,   2.98256,   3.09331,   3.16547,   3.15976,    3.0443,   2.92732,   2.83653,   2.77355,   2.73289,    3.5343,    3.5649,   3.56281,    3.4929,   3.15409,   2.81316,   2.69292,   2.66705,   2.66215,     1.703,     1.725,   1.73067,   1.70202,   1.66269,   1.65294,   1.65098,    1.6506,   1.65053,   1.62642,   1.71249,   1.75891,   1.72586,   1.56678,   1.44494,   1.38657,   1.36367,   1.35537,   2.25047,   2.28997,   2.30491,   2.29102,    2.1879,   1.98914,   1.78344,    1.6656,   1.61921,   1.40485,   1.43593,   1.45549,   1.43692,    1.3821,   1.35654,    1.3474,   1.34431,   1.34329,    3.4858,   3.58514,   3.65736,   3.66894,   3.60895,   3.54348,    3.4848,   3.43436,    3.3923,    3.5619,   3.60845,   3.61893,   3.58019,   3.40955,   3.16599,   2.95111,   2.82605,   2.77004,   2.84119,   2.87204,   2.89068,   2.87546,   2.83067,   2.80462,   2.79112,   2.78429,   2.78088,   4.14041,   4.23707,   4.26941,   4.19776,   3.99504,    3.8535,   3.78046,   3.74788,   3.73429,   3.76528,   3.79001,    3.7963,   3.77398,   3.59304,   3.18208,   2.91846,    2.8571,   2.84726,   1.82079,   1.84662,   1.85645,   1.82833,   1.78116,   1.76682,   1.76334,   1.76253,   1.76234,   1.86476,   1.97021,   2.03963,   2.02484,    1.8833,   1.75691,   1.67697,   1.63314,   1.61078,   4.23698,   4.26501,   4.27175,   4.24918,   4.12221,   3.87637,   3.60542,    3.4381,    3.3684,   2.65302,   2.67916,   2.69223,    2.6766,   2.63997,   2.61879,   2.60736,    2.6013,   2.59811,   1.79182,   1.85806,    1.8579,   1.72952,    1.4914,   1.43454,   1.42717,   1.42633,   1.42624,   2.40639,   2.42805,   2.41511,   2.28719,    1.6983,   1.52243,   1.51156,   1.51106,   1.51104,   1.15705,   1.17944,   1.19601,   1.18883,   1.15658,   1.13682,   1.12652,   1.12128,   1.11865,   3.79871,   3.88524,   3.89851,   3.79158,   3.56338,   3.44992,   3.40917,   3.39615,   3.39215,   2.44819,   2.47978,   2.48973,   2.47617,   2.40623,   2.28192,   2.10556,   1.91422,   1.75843,   1.61307,   1.63197,   1.63469,   1.60735,   1.57458,   1.56711,   1.56566,   1.56539,   1.56533,   1.97762,   2.07886,   2.11243,    2.0094,   1.72761,   1.61397,   1.59055,   1.58666,   1.58605,   2.33175,   2.35825,   2.36453,   2.34988,   2.29353,   2.20454,   2.07999,   1.93039,   1.78043,   3.29216,   3.31723,   3.34092,   3.34062,   3.30109,   3.27375,     3.261,   3.25565,    3.2535,   3.41542,   3.53691,   3.62109,   3.62991,   3.51903,   3.38628,   3.27558,   3.19667,   3.14572,   4.06075,   4.11849,   4.14366,   4.13632,   4.05318,   3.89048,    3.6732,   3.47579,   3.34877,   1.57688,   1.60059,   1.60828,   1.57891,   1.53651,   1.52622,    1.5243,   1.52396,    1.5239,    3.2952,   3.39819,   3.47037,   3.45781,   3.30692,   3.17681,   3.10473,   3.07147,   3.05727,   3.86049,   3.88911,   3.88464,   3.79488,   3.30617,   3.01932,   2.98234,   2.97922,   2.97898,   2.78225,   2.80278,    2.8216,   2.82034,    2.7891,   2.76797,    2.7576,   2.75285,   2.75071,   1.66719,   1.73831,   1.72715,   1.59038,   1.33524,   1.21958,   1.18241,   1.17181,   1.16889,   2.64513,   2.69452,   2.71129,   2.68679,   2.53245,   2.26287,   2.01318,   1.88085,   1.83042,   1.65351,   1.67694,   1.67723,   1.64472,   1.60306,   1.58808,   1.58304,   1.58138,   1.58083,    1.9946,   2.06549,   2.09093,   2.04088,   1.90924,   1.82146,   1.77489,   1.75273,   1.74271,   1.87326,   1.91581,   1.93267,   1.92188,   1.84508,   1.70967,   1.54369,   1.40171,    1.3126,   1.30285,   1.32745,    1.3533,   1.35891,   1.32258,    1.2923,   1.27689,    1.2702,   1.26748,   2.22155,   2.31221,   2.37105,   2.37063,   2.28534,   2.19188,    2.1141,   2.05656,   2.01728,   1.94874,   1.97305,   1.97921,   1.96308,    1.8863,   1.75181,   1.58149,    1.4328,   1.33958,   1.52157,   1.53999,   1.55294,   1.54195,   1.50762,    1.4936,   1.48968,   1.48871,   1.48848,   1.88317,   1.96152,   1.99779,    1.9603,   1.82961,   1.72961,   1.67085,   1.64043,    1.6257,   3.63524,   3.67266,   3.68515,   3.66815,   3.56182,   3.35561,   3.10314,   2.91402,   2.81766,    1.3831,   1.40056,   1.40857,   1.39428,   1.36598,    1.3534,   1.34836,   1.34637,   1.34559,   1.47136,   1.55574,   1.60382,   1.56717,   1.39172,   1.27924,   1.24178,   1.23244,   1.23037,   4.19358,   4.23299,   4.24467,   4.22363,   4.11961,   3.94494,   3.73259,   3.55059,   3.43568,   2.71223,   2.72765,   2.72963,   2.71608,   2.69435,   2.68133,   2.67367,    2.6692,   2.66661,   1.48279,   1.54358,   1.54362,   1.44095,   1.20998,   1.10051,   1.06782,   1.05944,   1.05737,   2.69708,   2.72971,   2.73722,   2.70437,   2.48072,   2.09373,   1.87686,   1.82081,   1.80971,   1.82132,   1.85253,   1.86433,   1.83316,   1.77886,   1.75865,    1.7521,   1.75004,   1.74939,   3.63746,   3.72061,   3.73721,   3.66464,    3.4969,   3.37295,   3.29749,   3.25658,   3.23579,     2.326,   2.36012,   2.36732,   2.33647,    2.1829,   1.92638,   1.67983,   1.53828,   1.47964,   1.49387,   1.52775,   1.55097,   1.53053,    1.4662,   1.43991,   1.43285,   1.43122,   1.43087,   2.01961,   2.10599,   2.15263,   2.11621,   1.94361,    1.8207,   1.77063,   1.75447,   1.74965,   3.92836,   3.98728,   4.01279,   4.00413,   3.91238,   3.73251,   3.50158,   3.30829,    3.1954,   1.52216,   1.53995,    1.5575,   1.55823,   1.52989,   1.51003,   1.50088,   1.49712,   1.49565,   1.90729,   1.98471,   2.01346,   1.96433,   1.81163,   1.69573,   1.63067,   1.59939,   1.58546,   2.11753,   2.19308,   2.22795,    2.2191,   2.10249,   1.87852,   1.63013,   1.46709,   1.39311,   1.74947,   1.78577,   1.80149,   1.76632,   1.70036,   1.67734,   1.67086,    1.6691,   1.66863,   1.61756,   1.69586,   1.72118,   1.64683,   1.43445,   1.32854,   1.29799,   1.29058,   1.28886,   4.22001,   4.28172,   4.31194,   4.31515,   4.26323,   4.13157,   3.90389,   3.65714,   3.49783)
			, IPRED = c( 0.895158,  0.924569,  0.942427,  0.922335,  0.869303,  0.847022,  0.839901,   0.83776,  0.837126,   1.45098,   1.52053,   1.56232,   1.55004,   1.46363,   1.38423,   1.32803,    1.2927,   1.27202,   3.04923,   3.09089,   3.10347,   3.08216,    2.9792,   2.81228,   2.61313,   2.44154,   2.33039,   1.46634,   1.48587,   1.50145,   1.49634,   1.46628,     1.448,   1.43925,   1.43524,   1.43343,   2.62804,   2.72346,   2.78326,   2.76886,   2.66621,   2.57513,   2.50742,   2.46048,   2.42943,   4.95084,   5.02855,    5.0664,   5.06436,   4.97026,   4.76835,   4.51068,   4.32101,   4.23112,   1.73041,   1.75071,   1.76213,   1.74626,   1.71014,   1.69609,   1.69175,   1.69047,   1.69009,   3.15003,   3.24974,   3.28944,   3.19782,   2.95563,   2.86087,   2.84047,   2.83687,   2.83627,   3.57117,   3.61492,   3.61604,    3.5278,   3.06948,   2.68649,   2.59365,   2.57956,    2.5776,   1.63427,   1.65982,   1.67154,   1.65302,   1.61325,   1.59278,   1.58322,   1.57887,   1.57691,   1.68172,   1.74979,   1.71683,   1.53001,   1.26518,   1.18872,   1.17257,   1.16939,   1.16877,   2.15865,   2.20687,   2.22628,   2.21447,    2.1341,   2.00257,   1.84837,   1.71619,   1.62962,   1.03948,   1.05647,    1.0707,   1.06503,   1.03392,   1.01828,   1.01314,   1.01168,    1.0113,   2.48747,   2.56612,   2.61411,   2.60268,   2.50309,    2.4073,   2.33996,   2.29904,    2.2762,    5.2677,   5.28818,   5.28755,   5.25035,   5.07092,   4.75891,   4.48158,   4.34744,   4.30127,   3.45611,   3.48665,   3.51397,   3.51155,   3.46425,   3.43216,   3.41681,   3.41009,   3.40722,   1.70509,   1.78288,   1.81949,   1.77472,   1.63726,   1.54899,   1.50544,   1.48607,   1.47784,   3.19339,   3.24843,   3.26417,   3.22202,   2.96149,   2.56388,   2.32781,   2.25419,   2.23626,   1.64705,   1.66907,   1.68197,   1.66878,   1.63391,   1.61605,    1.6081,   1.60465,   1.60317,   1.55781,    1.6302,   1.62869,   1.49154,   1.19256,   1.08357,   1.06057,   1.05633,   1.05556,   3.87039,    3.8989,   3.90793,   3.89173,   3.77719,    3.5318,   3.28322,   3.16148,   3.12225,   1.53621,   1.56066,    1.5656,   1.53471,   1.49129,   1.47756,   1.47371,   1.47265,   1.47237,   3.81709,   3.91423,   3.94586,   3.85504,   3.58629,   3.44835,   3.40844,   3.39885,   3.39665,     3.173,   3.22034,   3.23987,   3.23089,     3.143,   2.95119,   2.68704,   2.47017,   2.35494,   1.59304,   1.61384,   1.62772,    1.6167,   1.58224,   1.56504,   1.55803,   1.55528,   1.55421,   1.70416,   1.77104,    1.7739,   1.66885,   1.44943,   1.35391,   1.32626,   1.31921,   1.31747,   2.11468,   2.17377,   2.20091,   2.19478,   2.11434,   1.96663,   1.78976,    1.6472,   1.56371,   3.22455,   3.24094,   3.26023,    3.2705,   3.25645,   3.23844,    3.2253,   3.21661,   3.21103,   1.24518,   1.33421,   1.37943,   1.33483,   1.16648,   1.05347,   1.00221,  0.982235,  0.974882,   1.35272,   1.37399,   1.37779,   1.35199,   1.19645,  0.963682,  0.841346,   0.80828,  0.801152,   4.80197,   4.82715,   4.83277,   4.80274,   4.75967,   4.74481,   4.74012,   4.73866,   4.73821,   5.89593,   5.99944,   6.03528,    5.9552,    5.7312,   5.58811,   5.52245,   5.49629,   5.48645,   1.68084,   1.69398,    1.6946,   1.66977,   1.50713,   1.27312,   1.17982,   1.16148,   1.15849,   0.86794,  0.882113,  0.895265,  0.896056,  0.878765,  0.865199,  0.856858,  0.851896,  0.848973,   2.32198,   2.44934,    2.4971,   2.40644,   2.13881,   1.96294,    1.8805,   1.84706,   1.83429,   3.22098,   3.26425,   3.27176,   3.21381,    2.8273,   2.33402,    2.1773,   2.15297,    2.1498,    3.5594,   3.58965,   3.62169,   3.63395,   3.60615,   3.57592,    3.5542,   3.53965,    3.5301,   3.55198,   3.63602,   3.63068,   3.45752,   3.20542,    3.1611,   3.15665,   3.15625,   3.15622,   3.07602,   3.11038,    3.1213,    3.1034,   2.99791,   2.80394,   2.58548,    2.4357,   2.36422,    3.1725,   3.19754,   3.22197,   3.22306,    3.1831,   3.15456,   3.14148,   3.13627,   3.13431,   3.55409,   3.61521,    3.6012,   3.46576,   3.21362,   3.11144,   3.08359,   3.07686,   3.07528,   5.00715,    5.0592,   5.08181,   5.07574,    5.0039,     4.861,   4.66085,   4.46498,    4.3287,   2.26065,   2.27574,   2.29159,   2.29631,   2.27998,   2.26459,   2.25441,   2.24803,   2.24409,   3.72636,   3.82963,   3.89606,   3.87631,   3.70872,   3.56467,   3.49116,   3.46158,   3.45078,   2.78795,   2.84603,   2.87269,   2.87288,   2.84209,   2.79858,   2.74439,   2.68002,   2.60741,   3.15577,    3.1833,   3.19762,     3.173,   3.12242,   3.10544,   3.10114,   3.10012,   3.09988,   2.75548,   2.84906,   2.90789,   2.87405,   2.69731,   2.58214,   2.53891,   2.52595,   2.52238,   2.95598,   2.97433,   2.97527,   2.94575,   2.79532,   2.56162,   2.40021,   2.33967,   2.32241,   2.63238,   2.65593,   2.67382,   2.66389,   2.62319,   2.60267,   2.59496,   2.59224,    2.5913,   1.43835,   1.57194,   1.62421,   1.53316,   1.24196,   1.04694,  0.959026,  0.925451,  0.913429,   1.53062,   1.59476,   1.62816,   1.63447,   1.59821,   1.52483,   1.41831,   1.29302,   1.17415,   4.66337,   4.68476,   4.70644,   4.70933,   4.67724,    4.6525,    4.6401,   4.63459,   4.63224,   3.08712,   3.20762,   3.23728,    3.1007,   2.70474,   2.50988,   2.45904,   2.44814,   2.44591,   2.66396,   2.67774,   2.67208,   2.62753,   2.43109,   2.14859,   1.96455,   1.89732,   1.87823,   2.67469,   2.69931,   2.71151,   2.68692,   2.64088,     2.628,   2.62554,   2.62513,   2.62506,   3.73471,   3.82652,   3.85995,   3.79311,   3.57826,   3.43259,    3.3684,   3.34484,   3.33677,   2.45834,   2.47428,   2.44228,   2.24131,   1.69578,   1.59072,   1.58335,   1.58289,   1.58286,   3.43193,   3.47079,   3.48758,   3.45012,   3.37686,   3.35136,   3.34453,   3.34279,   3.34236,    2.4041,     2.508,   2.56805,   2.55016,   2.43215,   2.32062,    2.2353,   2.17634,   2.13827,   2.29492,   2.34383,   2.36287,   2.34785,    2.2112,   1.89092,   1.54714,    1.3858,   1.33964,   2.70251,   2.73689,   2.76052,   2.74448,   2.68782,   2.65784,   2.64519,   2.64009,   2.63807,   3.39577,   3.50034,   3.56847,   3.56308,   3.45406,   3.34361,   3.25789,   3.19842,   3.16003,   4.69913,    4.7328,    4.7305,   4.65358,    4.2808,   3.90568,   3.77339,   3.74492,   3.73953,   1.95276,   1.97663,   1.98277,    1.9517,   1.90904,   1.89846,   1.89633,   1.89592,   1.89584,   1.02521,   1.10407,   1.14661,   1.11632,  0.970565,  0.858927,  0.805437,  0.784462,   0.77685,   1.59064,   1.62954,   1.64427,   1.63058,   1.52901,   1.33324,   1.13062,   1.01455,  0.968853,   3.43357,   3.46488,    3.4846,   3.46589,   3.41064,   3.38488,   3.37566,   3.37256,   3.37153,   4.82491,   4.92627,   4.99996,   5.01178,   4.95057,   4.88377,   4.82389,   4.77243,   4.72951,   3.48572,   3.53932,    3.5514,   3.50678,   3.31025,   3.02973,   2.78223,    2.6382,   2.57369,   2.45037,   2.48124,   2.49989,   2.48466,   2.43985,   2.41378,   2.40028,   2.39344,   2.39002,   3.08019,   3.17796,   3.21067,   3.13819,   2.93315,   2.78999,   2.71611,   2.68316,   2.66941,   2.73521,   2.75361,   2.75829,   2.74168,   2.60707,   2.30134,   2.10521,   2.05956,   2.05224,   1.97937,   2.00532,   2.01519,   1.98695,   1.93957,   1.92517,   1.92168,   1.92086,   1.92067,   2.18513,   2.29402,    2.3657,   2.35043,   2.20427,   2.07376,   1.99121,   1.94595,   1.92285,   3.27281,   3.30075,   3.30748,   3.28498,    3.1584,   2.91333,   2.64324,   2.47644,   2.40695,   2.39101,    2.4171,   2.43014,   2.41453,   2.37798,   2.35685,   2.34545,    2.3394,   2.33622,   2.21838,   2.27852,   2.27838,   2.16181,   1.94562,     1.894,   1.88731,   1.88654,   1.88646,   3.19297,   3.21149,   3.20043,   3.09107,   2.58761,   2.43726,   2.42796,   2.42754,   2.42752,  0.897566,  0.920521,  0.937499,  0.930143,  0.897082,  0.876824,  0.866268,  0.860903,  0.858199,   4.65594,   4.74571,   4.75949,   4.64854,   4.41176,   4.29403,   4.25176,   4.23825,    4.2341,   2.28616,   2.32019,   2.33091,    2.3163,   2.24097,   2.10707,    1.9171,     1.711,   1.54318,   2.07668,    2.0961,    2.0989,    2.0708,   2.03713,   2.02945,   2.02796,   2.02768,   2.02762,   2.37181,   2.46541,   2.49644,   2.40119,   2.14067,   2.03561,   2.01396,   2.01036,   2.00979,   1.92812,   1.95137,   1.95688,   1.94402,   1.89461,   1.81657,   1.70735,   1.57616,   1.44465,   5.45204,   5.47744,   5.50145,   5.50115,   5.46109,   5.43339,   5.42046,   5.41505,   5.41286,   3.34641,   3.46408,   3.54561,   3.55415,   3.44676,   3.31819,   3.21097,   3.13455,    3.0852,   4.41113,   4.46277,   4.48528,   4.47871,   4.40436,   4.25885,   4.06453,   3.88797,   3.77438,   1.34513,   1.36751,   1.37478,   1.34705,     1.307,   1.29729,   1.29547,   1.29516,    1.2951,   3.09742,   3.21422,   3.29608,   3.28184,   3.11071,   2.96316,   2.88141,   2.84368,   2.82757,   4.48468,   4.51068,   4.50663,   4.42506,     3.981,   3.72035,   3.68676,   3.68392,    3.6837,   3.50145,    3.5221,   3.54102,   3.53976,   3.50834,   3.48709,   3.47666,   3.47188,   3.46973,    1.7387,   1.81225,   1.80072,   1.65928,   1.39544,   1.27583,   1.23739,   1.22643,   1.22342,   2.62099,   2.68065,   2.70091,   2.67131,   2.48484,   2.15912,   1.85743,   1.69755,   1.63662,   1.51527,     1.538,   1.53828,   1.50674,   1.46632,   1.45179,    1.4469,   1.44529,   1.44476,   1.44567,   1.50827,   1.53074,   1.48654,    1.3703,   1.29278,   1.25167,   1.23209,   1.22325,   1.88692,   1.93232,    1.9503,   1.93879,   1.85686,   1.71238,   1.53529,   1.38381,   1.28874,   2.04298,    2.0676,   2.09345,   2.09906,   2.06272,   2.03244,   2.01703,   2.01033,   2.00761,   1.96482,   2.04466,   2.09649,   2.09612,     2.021,   1.93869,   1.87019,   1.81951,   1.78491,   1.74594,   1.77831,   1.78651,   1.76504,   1.66281,   1.48375,   1.25698,   1.05902,  0.934914,    2.1376,   2.15667,   2.17009,    2.1587,   2.12314,   2.10863,   2.10456,   2.10356,   2.10332,   2.29511,    2.3904,   2.43452,   2.38891,   2.22996,   2.10834,   2.03686,   1.99986,   1.98194,   3.15745,   3.20412,    3.2197,    3.1985,    3.0659,   2.80876,   2.49393,    2.2581,   2.13795,   1.37244,   1.38975,    1.3977,   1.38353,   1.35547,     1.343,     1.338,   1.33603,   1.33525,   1.25151,   1.34135,   1.39253,   1.35351,   1.16672,   1.04697,   1.00708,  0.997139,   0.99493,   5.13932,   5.17731,   5.18857,   5.16828,   5.06802,   4.89964,   4.69494,   4.51951,   4.40873,   3.42486,   3.44023,    3.4422,    3.4287,   3.40704,   3.39407,   3.38644,   3.38198,    3.3794,   1.20478,   1.24822,   1.24825,   1.17487,   1.00982,  0.931585,   0.90822,   0.90223,  0.900756,   2.94855,   2.98116,   2.98865,   2.95584,   2.73245,   2.34591,   2.12929,    2.0733,   2.06221,   1.51837,   1.55291,   1.56596,   1.53148,   1.47139,   1.44902,   1.44178,    1.4395,   1.43878,   3.74943,   3.83416,   3.85107,   3.77713,    3.6062,    3.4799,   3.40301,   3.36133,   3.34014,   2.50837,   2.54144,   2.54841,   2.51852,   2.36971,   2.12113,   1.88221,   1.74505,   1.68823,   2.64638,   2.68165,   2.70583,   2.68454,   2.61757,   2.59021,   2.58286,   2.58116,    2.5808,   1.40491,   1.47318,   1.51006,   1.48126,   1.34483,   1.24767,    1.2081,   1.19533,   1.19152,    3.2768,   3.33576,    3.3613,   3.35263,    3.2608,   3.08078,   2.84965,   2.65618,    2.5432,   2.19047,   2.20825,   2.22581,   2.22654,   2.19819,   2.17834,   2.16918,   2.16543,   2.16395,   1.96619,   2.03612,   2.06209,   2.01771,   1.87978,   1.77509,   1.71632,   1.68807,   1.67548,   1.88744,    1.9477,   1.97551,   1.96845,   1.87545,   1.69683,   1.49874,    1.3687,    1.3097,   1.89502,   1.93068,   1.94611,   1.91157,   1.84676,   1.82416,   1.81779,   1.81606,    1.8156,   1.43376,   1.51322,   1.53892,   1.46347,   1.24795,   1.14047,   1.10947,   1.10195,    1.1002,   4.30135,   4.35737,    4.3848,   4.38771,   4.34059,   4.22108,   4.01442,   3.79044,   3.64584)
			, DV = c(0.787151275, 1.082559547, 1.053842052, 0.898081259, 0.796322168, 0.764263812, 0.847245567, 0.918429862, 0.72303631, 1.44155807, 1.498224225, 1.610771715, 1.459812569, 1.381329681, 1.301647808, 1.177327495, 1.591554655, 1.262306204, 3.618546647, 2.913217517, 3.183607132, 3.348529722, 3.429265695, 2.269263654, 2.115894614, 2.418702365, 2.431412942, 1.333545589, 1.728292716, 1.206927519, 1.46379549, 1.318779562, 1.450071345, 1.722965806, 1.472122491, 1.383614217, 2.886965488, 2.34799928, 3.213055803, 2.873678826, 2.220064531, 2.619944326, 2.596713269, 2.694964851, 1.970697498, 5.212736963, 5.460679885, 4.846630239, 4.919179407, 5.608034144, 3.655697444, 4.294780122, 4.795482291, 4.342992828, 1.523695359, 1.91136398, 1.87903376, 1.676181244, 1.474196607, 1.837852783, 1.725065901, 1.613565813, 1.868977615, 3.118277489, 3.587979692, 3.449031032, 3.111639891, 2.695437799, 3.065927474, 2.755771198, 3.044339656, 2.652465331, 4.052760212, 3.343462384, 4.039992438, 3.281380784, 3.116329844, 2.679485429, 2.628100832, 2.457523034, 2.476144691, 1.55406015, 1.643481009, 1.681858321, 1.396967633, 1.854818436, 1.519628533, 1.61443802, 1.779925811, 1.555714421, 1.604224646, 2.034286573, 1.518798704, 1.596046658, 1.350719077, 1.187492627, 1.139269722, 1.196602719, 1.098591124, 2.195276982, 2.183225104, 2.134745521, 2.317646601, 2.386819118, 1.910997143, 1.75155704, 1.817864985, 1.632645544, 0.930621942, 1.002099521, 1.208606704, 1.105117078, 1.042106497, 1.158025273, 1.103765097, 0.859904236, 0.879854704, 2.38713676, 2.798568968, 2.742053867, 2.100951657, 2.363327971, 2.192101838, 2.47698378, 2.508740216, 2.57970723, 5.883516097, 4.51942587, 5.268165027, 5.480461311, 5.193045628, 5.34641072, 4.458471165, 4.038220947, 4.177431802, 3.383234957, 3.334207361, 2.86994565, 3.926734621, 3.594094932, 3.482933456, 3.617731282, 2.900636252, 3.863438231, 1.571083817, 2.00657612, 1.72931354, 1.969146481, 1.638049408, 1.637773461, 1.477234767, 1.207166951, 1.576985863, 3.529956974, 3.302115553, 3.30702732, 3.428094324, 2.839323875, 2.422828386, 2.406722655, 2.201877633, 2.15240599, 1.736635235, 1.181032299, 1.510345961, 1.89490077, 1.716082925, 1.709842214, 1.753609719, 1.517091498, 1.593234112, 1.926350032, 1.617392443, 1.488269041, 1.386960229, 1.241405607, 1.094540024, 1.070705709, 0.943984162, 1.042640962, 4.557688405, 3.896387104, 3.587876082, 3.535656694, 3.520911868, 3.180967566, 3.267413884, 2.677974362, 3.839983196, 1.37232042, 1.450449935, 1.611548756, 1.49989507, 1.571057365, 1.687411217, 1.648124541, 1.417265312, 1.308197339, 4.037411143, 3.728889804, 4.061865645, 3.756496754, 3.46617587, 3.552628648, 3.374840711, 3.797611597, 3.217135042, 3.470935233, 3.310647135, 3.135370875, 2.64756631, 3.810786964, 2.899954822, 2.253389934, 2.431935681, 2.491396862, 1.620725283, 1.378835334, 1.789497944, 1.662066968, 1.728706026, 1.516807334, 1.509573377, 1.660482776, 1.471665095, 1.565125032, 1.800424623, 1.776290613, 1.534538449, 1.385915266, 1.64464196, 1.433527691, 1.206232318, 1.241671668, 2.113105246, 2.624691502, 2.087814642, 2.18037501, 1.958521249, 1.941308168, 1.679872115, 1.754742799, 1.542549229, 3.285939199, 3.554698452, 3.906596126, 3.016953257, 2.862296849, 3.099840817, 2.892091555, 3.18110138, 3.419999919, 0.933679353, 1.461465397, 1.517501184, 1.263092381, 1.362312155, 1.005186104, 1.033328478, 0.968890022, 0.887168541, 1.386488685, 1.40518685, 1.359865218, 1.153174986, 1.25554204, 0.993012672, 0.907103161, 0.812225233, 0.697424222, 4.889529058, 4.60599294, 4.599099856, 4.568283344, 5.596957734, 4.53012435, 4.666475859, 5.25042326, 4.653131929, 6.332154948, 5.799026643, 5.387492224, 7.324122458, 5.727212338, 4.911252755, 5.845731718, 5.385699438, 5.289952071, 1.573818981, 1.728550587, 1.533210417, 1.628628398, 1.612247831, 1.194944588, 1.150409642, 1.218374572, 1.273137277, 0.86986332, 0.899424931, 0.996818545, 0.895748776, 0.832135021, 0.910788998, 0.900143483, 0.751524686, 0.769992709, 2.664677831, 2.859127519, 2.539370536, 2.140249703, 2.143709625, 1.76967356, 2.026176565, 1.554341251, 1.712512911, 3.805549757, 3.294591672, 3.683049881, 2.596432882, 2.578222733, 2.543278074, 2.098383518, 2.122689969, 1.974383113, 3.306475132, 4.232781379, 3.24262938, 3.332719941, 3.744870507, 4.142638855, 3.489548444, 3.526042622, 3.120822281, 3.809957547, 4.025877795, 3.412526525, 3.169112009, 3.469470818, 2.926824356, 3.367269097, 2.935692069, 3.116110862, 3.112893843, 2.719560148, 3.110147496, 2.954659502, 3.057049725, 2.999667735, 2.885635946, 2.521624315, 2.171444885, 3.03577497, 3.224575477, 3.080426347, 2.980750952, 3.266474727, 3.309983934, 3.138673196, 3.107473709, 3.595996582, 3.588645039, 3.222658376, 3.686901167, 3.413439853, 3.129527765, 2.993657434, 3.520706438, 3.612917498, 2.784244596, 5.036777069, 4.529703652, 5.435702498, 4.64856093, 4.861401587, 5.013573234, 5.481718754, 4.656582461, 4.114487038, 2.255211834, 1.819530275, 2.460960017, 2.064682167, 2.32923326, 1.979799304, 2.456942935, 2.588058167, 2.313834381, 3.259813558, 3.448965469, 4.157021033, 3.889555837, 3.695718084, 3.58675664, 3.722667181, 3.955995367, 3.326573649, 3.320161952, 3.015405127, 2.713074251, 3.117591913, 3.033908313, 2.5958128, 2.602049467, 2.368826144, 2.700451713, 2.8073612, 3.104662961, 3.456566403, 2.75595781, 3.445333379, 3.08176877, 3.35406111, 3.055327307, 3.252074188, 2.523157726, 2.775896366, 2.704099427, 2.711282907, 3.268033167, 2.820111513, 2.777171353, 2.196129794, 2.265475055, 2.457629688, 2.846496404, 3.242987175, 3.06643849, 2.725567763, 2.782354426, 2.681229146, 2.371158908, 2.198259872, 3.006183578, 2.613374802, 2.879943622, 2.616175802, 2.482555847, 2.730746003, 2.297124765, 2.630578357, 2.380167217, 1.334120881, 1.674470631, 1.732120786, 1.645485657, 1.311446727, 0.865101374, 1.121099464, 0.866957655, 0.759461204, 1.64147688, 1.49604516, 1.864745934, 1.54879714, 1.475023873, 1.389991251, 1.329566467, 1.36539529, 1.237797632, 4.789901871, 5.053341143, 4.599386111, 4.269471098, 4.860953132, 5.063828269, 4.873071167, 4.579277836, 4.416681851, 3.09287061, 3.044844559, 3.65800813, 3.477544487, 2.683139871, 2.649375972, 2.296619754, 2.155620858, 2.432655802, 2.675702273, 2.642539571, 2.899410505, 2.371649636, 2.338229444, 2.180841597, 2.008096729, 2.167581424, 1.747580231, 2.744718313, 2.451491503, 2.795132444, 2.674868085, 2.71489024, 2.587801028, 2.931579717, 2.306656608, 2.733485713, 3.32502602, 4.056394499, 3.737918011, 3.787185586, 3.537371777, 3.011593728, 3.300186142, 3.617457972, 3.912391895, 2.598303727, 2.698458625, 2.172959815, 2.257194178, 1.470870422, 1.658831121, 1.552734569, 1.874200842, 1.379096883, 3.535788919, 3.969505718, 3.966859907, 3.223276031, 3.828720445, 3.556884316, 3.185483403, 3.106620057, 1.914899994, 2.395296167, 2.717609118, 2.53925653, 2.524461882, 2.260685521, 2.392959451, 2.270201699, 2.31109701, 2.026815008, 2.460356144, 2.268587995, 2.481848005, 2.381573521, 2.682464514, 1.670138381, 1.282033632, 1.418795188, 1.368323321, 2.944098763, 2.532755794, 2.489650647, 3.287955114, 2.41220405, 2.829701992, 2.430853618, 2.86611418, 2.285859374, 2.941190737, 3.314321219, 3.820256185, 3.392848718, 3.494234334, 3.218216247, 3.783850528, 3.378455479, 3.172726781, 4.97510823, 4.10850816, 5.450540044, 4.882982763, 4.261157487, 3.319940594, 4.195179021, 3.452199918, 3.910441306, 2.208665649, 2.19318209, 2.293424804, 1.790500286, 1.8406935, 1.869374709, 1.828609262, 1.673687112, 1.762786639, 1.156758174, 1.225875043, 0.883635719, 1.093860476, 0.944768711, 0.877915983, 0.828162834, 0.750990977, 0.738557172, 1.63043542, 1.878506401, 1.67425999, 1.523735661, 1.426059884, 1.236171197, 1.187480837, 0.9831648, 0.954038168, 3.228259739, 3.734512997, 3.722265328, 3.720253487, 2.592790421, 3.260893718, 2.949202092, 3.042065881, 4.422456194, 4.39153777, 5.880436314, 4.590616401, 4.590938947, 5.674148586, 4.50077872, 4.677215891, 5.177620476, 4.697326355, 3.491790831, 3.542989497, 3.805482847, 3.609117449, 3.179692342, 3.410660427, 3.074190592, 2.25021073, 2.326483194, 2.650354717, 2.504717571, 2.719544514, 2.154213025, 2.316236072, 2.608314443, 2.34591365, 2.341282465, 2.398200122, 3.1562818, 3.144252762, 2.954177339, 3.519795534, 3.114868775, 2.484775054, 2.567238697, 2.659020882, 2.808424778, 2.527703336, 2.619099481, 2.546232156, 2.959177865, 2.645969375, 1.977640136, 2.22114984, 1.871372227, 2.44400868, 1.742432644, 1.83579294, 2.004242726, 2.402587154, 2.047739085, 1.932156756, 2.076220358, 1.841241373, 1.754515106, 2.07241366, 2.152435747, 2.474159607, 2.303952654, 2.610574433, 1.982649586, 2.102795819, 1.88420388, 1.901441955, 3.503420371, 2.899994178, 3.174406861, 3.549682883, 3.061869811, 3.36837397, 2.553408218, 2.244183969, 2.43612851, 2.283555554, 2.043244665, 2.796995907, 2.427069683, 2.399342868, 2.3288983, 2.534486238, 2.252941794, 2.381712947, 2.158057329, 2.232270299, 2.202156742, 2.160977428, 2.125731442, 1.758663609, 2.267404018, 1.856122732, 1.711264418, 2.902101037, 3.239375865, 3.326847423, 3.088065688, 2.363245697, 2.634677418, 2.218659428, 2.599761488, 2.742663638, 0.925618375, 1.050777533, 0.908756747, 0.957497322, 0.828500347, 0.912720005, 0.734344913, 0.712080668, 0.974253802, 4.537031688, 4.971549126, 5.140654488, 4.369709158, 4.805776793, 4.35290071, 3.5453613, 3.899536168, 4.856210792, 2.333866182, 2.083907368, 2.336493378, 2.671038574, 1.95413883, 2.459445289, 1.932916419, 1.671140005, 1.459490024, 2.481525813, 2.256120027, 1.959202045, 1.998713528, 2.29996309, 2.009142756, 1.662280565, 1.716620948, 2.1071612, 2.544819872, 2.626745128, 2.044974729, 2.465691495, 2.0210518, 1.933570821, 2.378705652, 2.022385262, 1.909034951, 1.724870774, 1.991796646, 2.109841255, 1.896449361, 2.092887163, 1.781074275, 1.630867772, 1.541859768, 1.553134156, 4.847007207, 5.713723771, 5.949425289, 5.099007706, 6.545886559, 5.049613624, 5.229395443, 5.550858993, 5.440586552, 3.205009023, 3.713713912, 3.767152966, 3.549523377, 3.121672166, 2.900426, 3.760176219, 2.824126966, 3.305049512, 3.606103221, 4.927331303, 4.115134218, 3.871350772, 5.171546837, 3.811085568, 4.566872258, 3.419591403, 4.322793714, 1.184630423, 1.291230072, 1.315682639, 1.369116158, 1.389508795, 1.272334232, 1.333631211, 1.441258299, 1.346621508, 3.145380056, 2.874325777, 3.587824092, 3.629138904, 3.345925263, 3.140388574, 2.860824924, 2.324910806, 2.749715641, 3.919701262, 4.278065694, 4.576872603, 4.819604213, 4.081489439, 4.248996215, 3.844912229, 3.587623219, 3.454325028, 3.642551608, 3.413713439, 3.445008339, 3.696389305, 3.416818318, 3.946938125, 3.92975466, 2.744281825, 3.339292045, 1.986856831, 1.752295127, 1.613180487, 1.775387214, 1.356075152, 1.296669235, 1.357846653, 1.275152029, 0.991894052, 2.676176513, 2.640486842, 2.765714985, 2.652736371, 2.641579544, 2.401022802, 1.992282118, 1.412696598, 1.58721535, 1.384261644, 1.385558217, 1.737864708, 1.44690265, 1.422338996, 1.241697671, 1.680580272, 1.418117206, 1.579024754, 1.397828988, 1.537599055, 1.614968192, 1.346468865, 1.28895335, 1.217420824, 1.38372501, 1.29688464, 1.236598788, 1.64990092, 2.125674314, 1.966766411, 2.124608862, 2.062576073, 1.55227976, 1.376059261, 1.429078895, 1.322108581, 2.195494567, 1.973931645, 2.038884532, 1.976274379, 2.275734014, 2.2830906, 2.042376788, 2.026196266, 1.806805412, 2.06902998, 1.922870724, 1.912302086, 2.203281558, 1.882245087, 1.801299789, 2.142832875, 1.571500614, 2.033597566, 1.746317344, 2.059082242, 1.867140827, 1.74083509, 1.873013164, 1.322959921, 1.205949662, 0.874919186, 0.964710507, 2.026295767, 2.62713771, 2.116662484, 2.267489377, 2.101290829, 1.788182529, 2.393729146, 1.993503261, 1.910555015, 2.872869198, 2.229188893, 2.67632868, 2.124095931, 2.437560649, 2.295420546, 1.597630966, 1.831579374, 1.872287751, 3.05064361, 2.945226794, 3.828784787, 3.316826592, 3.210028284, 2.855791743, 2.489712483, 2.213088654, 1.916849987, 1.367861783, 1.462598802, 1.324515954, 1.304229241, 1.398170358, 1.389779584, 1.311867075, 1.395016186, 1.380320621, 1.432456374, 1.275838745, 1.351536784, 1.489309728, 1.066362822, 1.023232149, 0.895826338, 1.002187585, 1.060754967, 4.596150094, 5.444465013, 4.997653932, 5.278051735, 5.341669404, 5.312619624, 4.290685432, 4.504780702, 4.844735023, 3.252261642, 3.457158805, 3.485317102, 3.290730465, 3.787406523, 2.541235994, 3.902716558, 3.890468494, 2.983509128, 1.202074478, 1.192970213, 1.223296708, 1.091997327, 0.844717777, 1.028225005, 1.013676933, 0.874994084, 0.955652896, 2.861517357, 2.835970675, 2.691357314, 3.449104997, 2.769888006, 2.497921358, 2.365355441, 1.905860381, 1.939223535, 1.473871122, 1.707487735, 1.752728555, 1.601211139, 1.438049752, 1.553592177, 1.291555735, 1.315344116, 1.325694492, 4.06913917, 3.274993228, 3.854446025, 4.32451137, 3.600229909, 3.210727279, 3.512997322, 3.609084508, 3.096070784, 2.477007819, 2.160256712, 2.46993234, 2.992265924, 2.488895182, 2.093283671, 1.547909713, 1.982304636, 1.685865696, 2.673117647, 2.976249755, 2.781916996, 2.951396446, 2.21908688, 3.085792509, 2.184912692, 2.531941117, 2.422458564, 1.205250187, 1.267679844, 1.633884323, 1.347288026, 1.511975366, 0.918374886, 1.229367943, 1.369165361, 1.294420196, 2.816823504, 3.297158122, 3.825959567, 3.58857451, 3.33559629, 2.866792204, 2.751205128, 2.952870212, 2.373831467, 2.684064593, 2.012444516, 2.410923816, 2.016128229, 1.924458892, 2.383503849, 2.106492748, 2.285674383, 1.884630161, 1.896211785, 2.054709786, 2.032938393, 1.87542871, 2.01841705, 1.893461992, 1.640775714, 1.642366402, 1.859343134, 1.52085526, 2.025703267, 1.872955927, 2.067760522, 2.057971608, 1.664009863, 1.338143253, 1.346001654, 1.500266926, 2.050673257, 1.664386069, 1.960166482, 2.045179403, 1.710406302, 1.97293171, 1.958306357, 1.735518428, 1.776667116, 1.308945154, 1.442686344, 1.753247861, 1.384543704, 1.406430963, 1.12734069, 0.974965482, 1.170745246, 1.08759078, 4.284933736, 4.317303821, 3.911448202, 4.435881443, 4.732124116, 4.071805509, 3.5411507, 4.801263305, 3.229919228)
			, IRES = c(-0.108007,  0.157991,  0.111415, -0.0242542, -0.0729806, -0.0827582, 0.00734431, 0.0806695,  -0.11409, -0.00941906, -0.022303, 0.0484563, -0.0902287, -0.0822976, -0.0825795, -0.150704,  0.298855, -0.00971268,  0.569315, -0.177669, 0.0801328,  0.266374,  0.450069, -0.543013, -0.497234, -0.0228344,   0.10102, -0.132791,  0.242427, -0.294518, -0.0325415, -0.147496, 0.00207356,  0.283719,  0.036883, -0.0498141,  0.258927, -0.375464,  0.429792,  0.104822, -0.446145, 0.0448135, 0.0892963,  0.234483, -0.458732,  0.261898,   0.43213, -0.219775, -0.145179,  0.637778,  -1.11265, -0.215901,  0.474476,  0.111876,  -0.20671,  0.160652,  0.116906, -0.0700821,  -0.23594,  0.141762, 0.0333144, -0.0769032,  0.178884, -0.0317552,  0.338239,  0.159592, -0.0861848,  -0.26019,  0.205059, -0.0846958,  0.207474, -0.183804,  0.481591, -0.271455,  0.423951,  -0.24642, 0.0468534, -0.0070011, 0.0344485,  -0.12204,  -0.10146, -0.0802107, -0.0163415, 0.0103181, -0.256056,  0.241573, -0.0731512, 0.0312133,  0.201056, -0.0211913, -0.0774947,  0.284501, -0.198032, 0.0660318, 0.0855348, -0.00122689, -0.0332953, 0.0272141, -0.0701819, 0.0366278, -0.0236432, -0.0915323,  0.103177,  0.252716, -0.0915698, -0.0968158,  0.101677, 0.00302749, -0.108856, -0.0543725,  0.137909, 0.0400864, 0.00818856,  0.139743, 0.0906283, -0.151779, -0.131447, -0.100338,  0.232451,  0.127948, -0.501727,  -0.13976, -0.215193,  0.137029,  0.209698,   0.30351,  0.615815, -0.768755, -0.0193857,  0.230112,  0.122125,  0.587505, -0.023104,  -0.30922, -0.123836, -0.0728715, -0.152444, -0.644023,  0.415181,  0.129846, 0.0507757,   0.20092,  -0.50945,   0.45622, -0.134008,  0.223693, -0.090181,  0.194426, 0.000786398, 0.0887876, -0.0282094, -0.278908, 0.0991465,  0.336568,  0.053688, 0.0428616,  0.206079, -0.122167, -0.141053, 0.0789098, -0.0523087, -0.0838557, 0.0895865, -0.488033,  -0.17162,  0.226119, 0.0821715, 0.0937935,  0.145512, -0.0875581, -0.00993347,  0.368543, -0.0128112, -0.140416, -0.104584, 0.0488431, 0.0109734, 0.0101323, -0.112345, -0.0129238,  0.687299, -0.00250812, -0.320056, -0.356077, -0.256274, -0.350833, -0.0158016, -0.483506,  0.717735, -0.163885, -0.110214, 0.0459497, -0.0348192, 0.0797702,  0.209851,  0.174413, -0.0553889, -0.164168,  0.220318, -0.185342,  0.116008, -0.0985406, -0.120115,  0.104278, -0.0336002,  0.398763, -0.179513,   0.29794, 0.0903112, -0.104497,  -0.58332,  0.667791, -0.0512375, -0.433652, -0.0382391,   0.13646, 0.0276835, -0.235008,  0.161782,   0.04537,  0.146471, -0.0482291, -0.0484551,  0.105207, -0.0825406, -0.139036, 0.0293858, 0.00238608, -0.134309, -0.0635137,  0.290735,  0.107266, -0.112975, -0.0757941, -0.00157161,  0.450917, -0.113096, -0.0144011, -0.155823, -0.0253183, -0.109884,  0.107546, -0.0211631, 0.0613894,  0.313763,  0.646362, -0.253548, -0.394154, -0.138598, -0.333209, -0.0355123,  0.208972, -0.311502,  0.127253,  0.138071, -0.0717395,  0.195833, -0.0482794, 0.0311166, -0.0133448, -0.0877137, 0.0337698, 0.0311961, -0.0179278, -0.198815, 0.0590966, 0.0293302, 0.0657567, 0.00394542, -0.103727, 0.0875562, -0.221158, -0.233672,  -0.23446,  0.837286, -0.214681, -0.0736413,  0.511762, -0.0850795,   0.43622, -0.200412, -0.647786,   1.36892, -0.00399045, -0.676853,  0.323279, -0.110593, -0.196498,  -0.10702, 0.0345751,  -0.16139, -0.0411378,  0.105122, -0.0781714, -0.0294078, 0.0568901,   0.11465, 0.00192332, 0.0173119,  0.101553, -0.00030673, -0.0466297, 0.0455899, 0.0432859, -0.100372, -0.0789802,  0.342697,  0.409788, 0.0422692, -0.266188, 0.00489652, -0.193262,  0.145678, -0.292722, -0.121777,  0.584571, 0.0303443,  0.411288, -0.617376, -0.249079,   0.20926, -0.0789163, -0.0302787, -0.175412,  -0.25292,  0.643128, -0.379056, -0.301232,  0.138719,  0.566722, -0.0646539, -0.0136065, -0.409281,  0.257982,  0.389855, -0.218155,  -0.28841,  0.264054, -0.234276,  0.210624, -0.220559, -0.0401067, 0.0368767, -0.390818, -0.0111558, -0.148743,  0.059139,  0.195726,  0.300156,  0.085929,  -0.19277, -0.136726, 0.0270314, -0.141543, -0.242314, 0.0833752,  0.155422, -0.00281106, -0.0287987,  0.461688, 0.0345559, -0.392548, 0.0856988, -0.0523159, -0.0840915, -0.117785,  0.437117,  0.536059, -0.291036, 0.0296238, -0.529499,  0.353892, -0.427177, -0.142496,  0.152578,  0.820865,  0.191601, -0.214216, -0.00544247, -0.456211,  0.169368, -0.231628, 0.0492503, -0.284787,  0.202531,  0.340024, 0.0697444, -0.466543, -0.380668,   0.26096,  0.013244, -0.0130027, 0.0220862,  0.231503,  0.494413, -0.124204,  0.532209,  0.169372, -0.159619,  0.244715,  0.191814, -0.202767, -0.142344, -0.311193, 0.0930412, -0.348409, -0.0786373,  0.258947, -0.417046,  0.322913, -0.0236662,  0.252923, -0.0447925,  0.152192, -0.232322, -0.073166, -0.203791,  -0.16277,  0.570724,  0.237968,  0.238257, -0.329825, -0.256901, -0.498354, -0.127829,  0.267717,  0.120684, -0.0697509,  0.220735,  0.281023, 0.0314842, -0.124155,  0.373799, -0.0425581,  0.206123, -0.0477142, -0.140635,  0.128072,  -0.29783,   0.03834, -0.211132, -0.104229,  0.102534,  0.107906,  0.112322, 0.0694854, -0.181842,  0.162073, -0.0584934, -0.153968,  0.110853, -0.0987183,  0.236585, -0.0856702, -0.123189, -0.134836, -0.0887426,  0.072376, 0.0636457,  0.126537,   0.36858,  -0.10705, -0.439862,  0.183709,  0.411327,  0.232971, -0.0553093, -0.215558, 0.00575419,  -0.16277,   0.42073,  0.376842, -0.0215954,  0.139501, -0.162423, -0.292523, -0.0132526, 0.0117414, -0.0351958,  0.227326, -0.255885, -0.0928564,  0.032252, 0.0435433,  0.270257,  -0.13065, 0.0700263, -0.247822, 0.0836244, -0.0120471, 0.0740107, -0.0402009,  0.306042, -0.318469,  0.108424, -0.409686,  0.229872, -0.122034, -0.00592105, -0.0408895, -0.420996, -0.0682089,   0.27262,  0.575622,  0.139962,  0.224179, -0.269319, 0.0158869, -0.224905, 0.0681128, -0.0306118,  0.291316,  -0.20376,  0.103857,   0.49872,  0.479283,  -0.22684,  0.451857,   0.20552, -0.159045, -0.236173,  -1.42746, -0.00880066,  0.209614, -0.0287926, -0.025698, -0.171466, 0.0723414, 0.0348972,   0.13476, -0.111455,  0.165434, -0.0752409,  0.118974, 0.0337201,  0.471262, -0.220777, -0.265104, 0.0329906, 0.0286826,   0.24159, -0.204138, -0.270867,  0.543472, -0.275615,  0.171861, -0.214336,  0.226022, -0.352206, -0.454578,  -0.18602,  0.251783, -0.170229, 0.0401707, -0.125395,  0.525962,  0.180038,  0.012694,  0.275977, -0.624293,   0.72004,    0.2294, -0.0196418, -0.585742,  0.421791, -0.292721,  0.170908,   0.25591,  0.216557,  0.310652,   -0.1612, -0.0683419, -0.0290843, -0.0677256, -0.222236, -0.133057,   0.13155,  0.121805, -0.262971, -0.0224584, -0.0257967, 0.0189892, 0.0227257, -0.033471, -0.0382929, 0.0397921,  0.248962, 0.0299943, -0.106846, -0.102948, -0.0970646, 0.0568586, -0.0313816, -0.0148148, -0.205307,  0.269629,  0.237662,  0.254365,  -0.81785, -0.123986, -0.426461, -0.330491,   1.05093, -0.433375,  0.954167, -0.409343, -0.420844,  0.723576, -0.382987, -0.146677,  0.405194, -0.0321857, 0.00607581, 0.00366622,  0.254083,  0.102338, -0.130557,  0.380931,  0.291957, -0.387985,  -0.24721,  0.199987, 0.0234791,  0.219655, -0.330451, -0.123614,  0.194534, -0.0543615, -0.0521603, 0.00817774, 0.0760939, -0.0337057,  -0.25649,  0.381602,  0.181717, -0.305219, -0.148875, -0.0241381,  0.139013,  -0.20751, -0.134507, -0.212054,  0.217497,  0.038901, -0.323696,  0.115937, -0.188192,  0.391764, -0.236942, -0.169528, -0.0109474,  0.415642,  0.108165, 0.00698415,  0.154543, -0.0796214,  -0.16616, -0.112717,  -0.14158,  0.108455, -0.0464765,  0.406303, -0.0911055,  0.111586, -0.0617438, -0.0214115,  0.230607, -0.400755,  -0.13307,  0.264706, -0.0965312,  0.455045, -0.0898294, -0.232255, 0.0291744, -0.107458, -0.373851,  0.366858, 0.0125364, 0.0213579, -0.0279538,  0.189036, -0.0864585, 0.0454955, -0.0603257, -0.0462521, -0.0762231, -0.000836741,  0.180116, -0.135332,  0.380097, -0.0304192, -0.175192, -0.290872, 0.0278863,  0.126416, -0.00300592, -0.224366,  0.197417, -0.209304,  0.172222,  0.315142,  0.028052,  0.130256, -0.0287418, 0.0273544, -0.0685812, 0.0358962, -0.131923, -0.148822,  0.116054, -0.118909,  0.225834,  0.381169, -0.278828,  0.394018, 0.0588662, -0.706394, -0.338714,  0.622112, 0.0477028, -0.236283, 0.00557901,  0.354735, -0.286826,  0.352375, 0.0158162, -0.0398596, -0.0836923,  0.404845,   0.16002, -0.139697, -0.0720912,  0.262834, -0.0203041, -0.365677, -0.311054, 0.0795395,  0.173014,  0.161338, -0.451462, 0.0644998, -0.119617,  -0.10204,   0.36475, 0.0120289,  -0.10076, -0.203253, 0.0404297,  0.152966, -0.0475756,  0.198279, -0.035499, -0.0764859, -0.0343004,   0.10848, -0.605032,  0.236281,  0.447976,  -0.40214,   1.08479, -0.383773, -0.191065,  0.135813, 0.0277262, -0.141404,  0.249633,  0.221539, -0.00463041, -0.325088, -0.417763,  0.549205, -0.310425,  0.219847, -0.805026,  0.464562, -0.370148, -0.607362,  0.767188, -0.447768,  0.502341, -0.468379,  0.548414, -0.160496, -0.0762848, -0.0590934, 0.0220709, 0.0825085, -0.024952, 0.0381572,  0.146103, 0.0515218, 0.0479645, -0.339898,  0.291743,  0.347296,  0.235214,  0.177233, -0.0205836,  -0.51877, -0.077858, -0.564977, -0.232617,  0.070245,  0.394544,  0.100488,  0.528641,  0.158156,   -0.0963, -0.229374,  0.141103, -0.108383, -0.0960166,  0.156625, -0.0915254,  0.459848,  0.453095, -0.727598, -0.130439,  0.248152, -0.0599537, -0.187537,  0.116106, -0.0393627, 0.0208357,  0.120454, 0.0487181, -0.231525, 0.0551908, -0.0401636, 0.0648036, -0.0185774,  0.156739,    0.2419,   0.13485,  -0.28485, -0.0494092, -0.131007, -0.152437,  0.199584, -0.0598342, -0.0439821, -0.210091,  0.233678, -0.0271705,  0.134267, -0.0478406, 0.0293257, 0.0842303, -0.140069, -0.0813493, -0.0753622,  0.132058, 0.0647935,  0.013352, -0.237016,  0.193357, 0.0164637,  0.185814,  0.205719, -0.160098, -0.159232,  0.045268, 0.0333715,   0.15251, -0.0936666, -0.0545637, -0.122789,  0.213013,  0.250652, 0.0253504, 0.0158673, -0.200807,  0.104209, -0.121793, -0.184189,  0.107163, -0.138758, -0.137394,  0.272643, -0.248012,  0.248685, 0.000379634,  0.280771, 0.0806336, -0.0242016,    0.2102, -0.160786, -0.0510325, -0.184098, 0.0297963, -0.111302,  0.470468, -0.0534256,  0.108792, -0.0218488, -0.320444,  0.289165, -0.110057, -0.192769,  0.577763,  -0.16121,  0.241811, -0.264818,  0.207603,  0.187085, -0.439227, -0.168284, -0.109655, -0.106811,  -0.25889,  0.609086,  0.118326,  0.144125, 0.0470271, -0.0042192, -0.0450126, -0.221098, -0.00458157, 0.0728447, -0.0731838, -0.0792989, 0.0426975, 0.0467764, -0.0261336, 0.0589883, 0.0450663,   0.18095, -0.0655103, -0.0409941,  0.135799, -0.100355, -0.0237344, -0.111258, 0.00504859, 0.0658248, -0.543169,  0.267151, -0.190921,  0.109767,  0.273647,  0.412977, -0.404258, -0.0147267,  0.436001,   -0.1726, 0.0169317, 0.0431209,  -0.13797,  0.380365, -0.852833,  0.516281,  0.508485, -0.395891, -0.00270125, -0.0552507, -0.0249518, -0.0828768, -0.165098,   0.09664,  0.105457, -0.0272358,  0.054897, -0.0870373, -0.145185, -0.297294,  0.493261, 0.0374377,  0.152014,   0.23607, -0.167438,  -0.12299, -0.0445037,  0.154581,  0.186769, 0.0697346, -0.0333353,   0.10457, -0.150227, -0.124151, -0.113083,  0.319707, -0.559164, 0.00337165,  0.547385, -0.0059725, -0.269175,  0.109988,  0.247759, -0.244069, -0.0313622, -0.381182,  -0.07848,  0.473746,  0.119185, -0.0278492, -0.334305,  0.237256, -0.00236511, 0.0267352,  0.294598, 0.0760877,  0.266855, -0.398485,  0.495586, -0.397944, -0.0492191, -0.158336, -0.199661, -0.205504,  0.123827, -0.133977,  0.167144,   -0.3293, 0.0212692,   0.17384,  0.102902, -0.459972, -0.0386039,  0.464662,  0.235946,    0.0748, -0.213984, -0.0984415,  0.296685, -0.169371,  0.493598, -0.195809,  0.185118, -0.210409,  -0.27373,  0.205165, -0.062687,  0.120248, -0.279323, -0.0699787, 0.0185855, -0.0291481, -0.142286,  0.138636,  0.118376, -0.0755458, -0.0457014,  0.183859, -0.366587, 0.0780039, -0.102552,   0.09931,  0.182522, -0.0328207, -0.160592, -0.022699,  0.190563,  0.155658, -0.266291, 0.0140525,   0.13361, -0.136358,  0.148774,  0.140517, -0.0805465, -0.038935, -0.124814, -0.0705356,  0.214328, -0.0789218,  0.158484, -0.0131244, -0.134502, 0.0687951, -0.0126132, -0.016421, -0.0400687, -0.473354, 0.0481669,  0.391534, -0.149274, -0.473268,   1.01082, -0.415923)
			, PREDSE = c(        0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0)
			, Weight = c(  1.24796,   1.16983,   1.12591,    1.1755,    1.3233,   1.39383,   1.41757,   1.42482,   1.42698,  0.474984,  0.432525,  0.409697,  0.416211,  0.466809,  0.521897,     0.567,  0.598418,  0.618035,  0.107552,  0.104673,  0.103825,  0.105267,  0.112668,   0.12644,  0.146446,  0.167754,  0.184137,  0.465086,   0.45294,  0.443589,  0.446623,  0.465124,  0.476941,  0.482758,  0.485458,  0.486685,  0.144789,  0.134821,   0.12909,  0.130436,  0.140673,    0.1508,  0.159055,  0.165181,   0.16943, 0.0407983, 0.0395471, 0.0389583, 0.0389898, 0.0404802, 0.0439808, 0.0491491, 0.0535587, 0.0558586,  0.333968,  0.326265,  0.322052,   0.32793,  0.341931,  0.347618,  0.349403,  0.349934,  0.350089,  0.100779, 0.0946897, 0.0924179, 0.0977892,  0.114472,  0.122181,  0.123943,  0.124257,   0.12431, 0.0784114,  0.076525, 0.0764774, 0.0803511,  0.106138,  0.138558,  0.148654,  0.150282,  0.150511,  0.374414,  0.362975,  0.357904,  0.365967,  0.384237,  0.394175,  0.398947,   0.40115,   0.40215,  0.353584,  0.326611,   0.33927,  0.427178,   0.62473,  0.707687,  0.727321,  0.731278,  0.732048,  0.214603,  0.205328,  0.201763,   0.20392,  0.219568,  0.249359,  0.292699,  0.339524,  0.376555,  0.925485,  0.895951,  0.872301,  0.881608,  0.935466,  0.964414,  0.974235,  0.977037,  0.977775,  0.161615,  0.151861,  0.146337,  0.147625,  0.159606,   0.17256,  0.182635,  0.189193,   0.19301, 0.0360378, 0.0357592, 0.0357677, 0.0362764,  0.038889, 0.0441556, 0.0497896, 0.0529094, 0.0540514, 0.0837193, 0.0822589, 0.0809849, 0.0810963, 0.0833262, 0.0848918, 0.0856561, 0.0859942,  0.086139,  0.343957,  0.314597,  0.302064,  0.317497,  0.373047,  0.416778,  0.441236,  0.452813,  0.457874,  0.098061, 0.0947662, 0.0938546, 0.0963263,  0.114019,  0.152126,  0.184546,  0.196798,  0.199965,  0.368627,  0.358966,  0.353481,  0.359088,  0.374579,  0.382905,  0.386701,  0.388365,  0.389083,  0.412072,  0.376284,  0.376986,  0.449498,  0.703133,  0.851704,  0.889034,  0.896194,  0.897491,  0.066756, 0.0657835, 0.0654796, 0.0660258, 0.0700912, 0.0801692, 0.0927686,   0.10005,  0.102581,  0.423742,  0.410564,   0.40798,  0.424566,  0.449653,  0.458047,  0.460442,  0.461103,  0.461285, 0.0686333,  0.065269, 0.0642269, 0.0672888, 0.0777515, 0.0840964, 0.0860773, 0.0865638,  0.086676, 0.0993256, 0.0964268, 0.0952677,  0.095798,  0.101231,  0.114817,    0.1385,  0.163887,  0.180319,  0.394045,  0.383952,  0.377435,  0.382598,  0.399446,  0.408273,  0.411954,  0.413414,  0.413983,  0.344333,  0.318819,  0.317789,   0.35906,  0.475999,  0.545535,  0.568515,  0.574611,  0.576131,  0.223621,  0.211627,  0.206441,  0.207596,  0.223691,  0.258557,  0.312185,  0.368561,  0.408965, 0.0961749, 0.0952049, 0.0940811, 0.0934914, 0.0942999, 0.0953518, 0.0961302, 0.0966501, 0.0969866,  0.644963,  0.561759,  0.525533,  0.561238,   0.73493,  0.901072,  0.995591,    1.0365,   1.05219,  0.546493,  0.529703,  0.526783,  0.547082,  0.698577,   1.07679,    1.4127,   1.53065,   1.55801, 0.0433671, 0.0429159, 0.0428161, 0.0433532, 0.0441414, 0.0444184, 0.0445063, 0.0445337, 0.0445421,  0.028767,  0.027783,  0.027454, 0.0281972, 0.0304445, 0.0320236, 0.0327896, 0.0331025, 0.0332213,  0.353955,  0.348486,  0.348229,  0.358665,  0.440252,   0.61697,  0.718407,  0.741264,  0.745105,   1.32746,   1.28514,   1.24766,   1.24546,   1.29496,   1.33588,   1.36202,   1.37793,   1.38743,  0.185474,  0.166687,  0.160372,  0.172684,  0.218602,   0.25953,  0.282784,  0.293114,   0.29721, 0.0963883, 0.0938499, 0.0934193, 0.0968189,    0.1251,  0.183566,  0.210942,  0.215737,  0.216374,  0.078931, 0.0776059, 0.0762392, 0.0757254, 0.0768975, 0.0782033, 0.0791618, 0.0798141, 0.0802463, 0.0792611, 0.0756392, 0.0758619, 0.0836508, 0.0973265,  0.100075,  0.100357,  0.100382,  0.100384,  0.105687,  0.103365,  0.102643,   0.10383,  0.111266,  0.127193,  0.149595,   0.16856,  0.178906, 0.0993565, 0.0978063,  0.096329, 0.0962636,  0.098696,   0.10049,  0.101328,  0.101665,  0.101793, 0.0791669, 0.0765128,  0.077109, 0.0832538, 0.0968303,  0.103294,  0.105169,  0.105629,  0.105738, 0.0398858, 0.0390693, 0.0387225, 0.0388152, 0.0399377, 0.0423204,  0.046033, 0.0501604, 0.0533684,  0.195673,  0.193088,  0.190426,  0.189644,   0.19237,  0.194995,  0.196759,  0.197876,  0.198573, 0.0720164, 0.0681845, 0.0658792, 0.0665522, 0.0727029, 0.0786976, 0.0820464, 0.0834547, 0.0839781,  0.128656,  0.123458,  0.121177,  0.121162,  0.123801,   0.12768,  0.132772,  0.139227,  0.147089,  0.100413, 0.0986836, 0.0978017,  0.099325,  0.102569,  0.103694,  0.103982,   0.10405,  0.104066,  0.131706,  0.123196,  0.118262,  0.121063,  0.137448,  0.149982,  0.155133,  0.156729,  0.157174,  0.114445,  0.113038,  0.112966,  0.115241,  0.127979,  0.152395,  0.173581,  0.182679,  0.185405,  0.144312,  0.141764,  0.139874,  0.140918,  0.145325,  0.147625,  0.148505,  0.148816,  0.148924,   0.48336,  0.404697,  0.379065,  0.425425,  0.648312,  0.912333,   1.08727,    1.1676,   1.19853,  0.426838,  0.393195,  0.377229,  0.374324,  0.391499,  0.430089,  0.497117,  0.598122,  0.725356, 0.0459834, 0.0455643, 0.0451456, 0.0450901, 0.0457109, 0.0461984, 0.0464457, 0.0465562, 0.0466034,  0.104929, 0.0971931, 0.0954201,  0.104011,  0.136694,  0.158743,  0.165374,   0.16685,  0.167155,  0.140911,  0.139465,  0.140055,  0.144845,    0.1692,  0.216617,  0.259103,   0.27779,  0.283467,  0.139782,  0.137244,  0.136012,  0.138513,  0.143385,  0.144793,  0.145065,  0.145111,  0.145118, 0.0716945, 0.0682954, 0.0671176,  0.069504, 0.0781009, 0.0848704, 0.0881361, 0.0893819, 0.0898147,  0.165469,  0.163344,  0.167652,  0.199066,  0.347747,  0.395197,  0.398885,  0.399118,  0.399132, 0.0849029, 0.0830127, 0.0822152, 0.0840103, 0.0876946, 0.0890341, 0.0893985, 0.0894913, 0.0895146,   0.17302,  0.158982,  0.151633,  0.153768,  0.169051,  0.185692,  0.200137,  0.211129,  0.218713,  0.189873,  0.182032,   0.17911,  0.181409,  0.204523,  0.279676,  0.417775,   0.52071,  0.557216,   0.13692,  0.133501,  0.131226,  0.132764,   0.13842,  0.141561,  0.142918,   0.14347,  0.143691, 0.0867209, 0.0816168, 0.0785299, 0.0787679, 0.0838184, 0.0894476, 0.0942166, 0.0977529,  0.100142, 0.0452861,  0.044644, 0.0446875, 0.0461769, 0.0545695, 0.0655551, 0.0702323, 0.0713041, 0.0715097,  0.262243,  0.255948,  0.254363,  0.262527,  0.274392,  0.277458,   0.27808,  0.278201,  0.278224,  0.951428,  0.820364,  0.760626,   0.80246,   1.06157,   1.35546,   1.54148,   1.62501,   1.65701,  0.395234,  0.376589,  0.369876,   0.37611,   0.42774,  0.562582,  0.782285,   0.97153,   1.06533, 0.0848221, 0.0832957, 0.0823556, 0.0832474, 0.0859663, 0.0872797,  0.087757, 0.0879188, 0.0879725, 0.0429557, 0.0412063, 0.0400006, 0.0398121, 0.0408027, 0.0419267, 0.0429739, 0.0439058, 0.0447062, 0.0823031, 0.0798288, 0.0792868, 0.0813173, 0.0912596,  0.108941,  0.129185,  0.143677,  0.150969,  0.166547,  0.162429,  0.160014,  0.161981,  0.167986,  0.171634,  0.173571,  0.174564,  0.175064,  0.105401, 0.0990156, 0.0970084,  0.101541,  0.116233,  0.128468,  0.135551,  0.138902,  0.140336,  0.133665,  0.131885,  0.131438,  0.133035,  0.147128,  0.188816,  0.225636,  0.235749,  0.237433,  0.255237,  0.248675,  0.246245,  0.253296,   0.26582,  0.269812,  0.270794,  0.271024,  0.271077,  0.209433,  0.190023,  0.178681,  0.181011,  0.205812,  0.232533,  0.252212,  0.264081,  0.270463, 0.0933593, 0.0917857, 0.0914127, 0.0926692,  0.100246,  0.117821,  0.143129,  0.163059,  0.172609,  0.174919,  0.171164,  0.169332,  0.171527,  0.176841,  0.180026,  0.181781,  0.182722,   0.18322,  0.203202,  0.192616,  0.192641,  0.213975,  0.264172,  0.278768,  0.280747,  0.280975,     0.281, 0.0980866, 0.0969587, 0.0976299,   0.10466,  0.149349,  0.168343,  0.169635,  0.169694,  0.169697,   1.24127,   1.18014,   1.13778,   1.15585,   1.24261,   1.30069,   1.33259,   1.34925,   1.35776, 0.0461302, 0.0444014, 0.0441448, 0.0462772, 0.0513779, 0.0542337, 0.0553176, 0.0556707, 0.0557799,  0.191331,   0.18576,  0.184055,  0.186384,  0.199127,  0.225238,  0.272089,  0.341586,  0.419919,  0.231878,  0.227602,  0.226995,  0.233196,   0.24097,  0.242798,  0.243155,  0.243222,  0.243235,  0.177763,  0.164521,  0.160457,  0.173439,  0.218223,   0.24133,  0.246547,  0.247431,  0.247569,  0.268986,  0.262617,   0.26114,  0.264604,  0.278587,  0.303036,  0.343047,  0.402531,  0.479151,  0.033642, 0.0333307, 0.0330404, 0.0330441, 0.0335306, 0.0338734, 0.0340352, 0.0341032, 0.0341308, 0.0892979, 0.0833343, 0.0795458,  0.079164,  0.084174, 0.0908234,   0.09699,  0.101777,  0.105059, 0.0513926, 0.0502101, 0.0497073, 0.0498533, 0.0515507, 0.0551334, 0.0605312, 0.0661537, 0.0701954,   0.55268,  0.534732,  0.529098,  0.551107,  0.585395,  0.594194,  0.595858,  0.596151,  0.596202,  0.104232, 0.0967938, 0.0920459, 0.0928462,  0.103343,  0.113891,  0.120445,  0.123663,  0.125075, 0.0497207, 0.0491491, 0.0492376, 0.0510695,  0.063098, 0.0722489, 0.0735718,  0.073685, 0.0736939, 0.0815651, 0.0806116, 0.0797521, 0.0798089, 0.0812448, 0.0822382, 0.0827324, 0.0829604, 0.0830631,  0.330787,  0.304484,  0.308396,  0.363212,  0.513546,  0.614345,  0.653108,  0.664832,  0.668112,   0.14557,  0.139162,  0.137082,  0.140136,  0.161958,  0.214509,  0.289851,  0.347022,  0.373338,  0.435533,  0.422756,  0.422599,  0.440479,  0.465095,  0.474453,  0.477663,  0.478731,  0.479082,  0.478478,  0.439582,  0.426774,  0.452531,  0.532558,  0.598341,  0.638297,   0.65874,  0.668301,  0.280863,   0.26782,  0.262903,  0.266033,   0.29003,  0.341037,  0.424247,  0.522212,  0.602104,  0.239591,   0.23392,  0.228179,   0.22696,  0.235028,  0.242083,  0.245797,  0.247438,  0.248108,  0.259032,  0.239197,  0.227517,  0.227598,  0.244831,  0.266061,   0.28591,  0.302058,  0.313882,  0.328052,  0.316217,  0.313322,  0.320991,  0.361671,  0.454235,   0.63291,  0.891648,   1.14408,  0.218851,  0.214997,  0.212347,  0.214593,  0.221842,  0.224906,  0.225775,  0.225991,  0.226041,  0.189843,  0.175008,  0.168723,  0.175226,  0.201098,  0.224968,  0.241034,  0.250034,  0.254576,  0.100306, 0.0974055,  0.096465, 0.0977478,  0.106386,  0.126756,   0.16078,  0.196116,  0.218779,  0.530898,  0.517755,  0.511885,  0.522425,  0.544275,  0.554429,  0.558583,  0.560233,  0.560883,   0.63846,  0.555797,  0.515692,  0.545854,   0.73463,  0.912293,  0.985981,   1.00575,   1.01022, 0.0378607, 0.0373071, 0.0371453, 0.0374375, 0.0389335, 0.0416554, 0.0453669, 0.0489573, 0.0514484, 0.0852538,  0.084494, 0.0843973,  0.085063,  0.086148, 0.0868078, 0.0871996, 0.0874293,  0.087563,   0.68895,  0.641826,  0.641797,  0.724465,  0.980654,   1.15227,   1.21232,   1.22847,    1.2325,  0.115022,   0.11252,  0.111957,  0.114456,  0.133935,   0.18171,  0.220563,  0.232636,  0.235143,  0.433753,  0.414677,  0.407792,  0.426363,  0.461899,  0.476266,  0.481061,  0.482591,  0.483073, 0.0711326, 0.0680237, 0.0674274, 0.0700934, 0.0768953, 0.0825783, 0.0863522, 0.0885073, 0.0896336,  0.158934,  0.154825,  0.153979,  0.157656,  0.178078,  0.222262,  0.282268,  0.328386,  0.350862,  0.142789,  0.139058,  0.136584,  0.138759,   0.14595,   0.14905,  0.149899,  0.150096,  0.150139,  0.506643,  0.460772,  0.438544,  0.455758,  0.552923,  0.642388,  0.685165,  0.699886,  0.704366, 0.0931325,  0.089869, 0.0885087, 0.0889671, 0.0940487,  0.105361,  0.123145,  0.141737,   0.15461,  0.208414,   0.20507,  0.201848,  0.201716,  0.206952,  0.210741,  0.212524,  0.213262,  0.213552,  0.258672,  0.241208,  0.235172,   0.24563,  0.282999,  0.317367,  0.339471,   0.35093,  0.356221,  0.280707,  0.263607,  0.256237,  0.258078,  0.284308,  0.347315,  0.445195,  0.533806,   0.58298,  0.278467,  0.268275,  0.264036,  0.273665,  0.293209,  0.300521,  0.302631,  0.303206,   0.30336,  0.486461,  0.436712,  0.422249,  0.466912,  0.642108,   0.76884,  0.812401,  0.823524,   0.82614, 0.0540492, 0.0526685, 0.0520116, 0.0519425, 0.0530765, 0.0561246, 0.0620518, 0.0696017, 0.0752323)
			, IWRES = c( -1.20457,   1.70598,   1.18026, -0.262531, -0.838144, -0.975436, 0.0872981,  0.961328,  -1.36063, -0.064808, -0.146437,  0.309645, -0.581143, -0.561356, -0.595589,  -1.13292,   2.30805, -0.0762303,   1.86399, -0.573866,  0.257777,  0.862817,   1.50821,  -1.92768,  -1.89969, -0.0933704,  0.432772, -0.904099,   1.62886,  -1.95832, -0.217115,  -1.00426, 0.0142965,   1.96805,  0.256557, -0.346943,  0.983622,  -1.37635,   1.54165,  0.377948,  -1.67057,  0.173737,   0.35554,  0.951423,  -1.88511,  0.528124,  0.857935, -0.433072, -0.286195,   1.28107,  -2.32956, -0.477853,   1.09625,  0.263976,   -1.1926,  0.916121,  0.662343, -0.400663,  -1.37738,  0.834437,  0.196598, -0.454171,   1.05668, -0.100643,    1.0391,  0.484362, -0.269066, -0.878866,  0.715589, -0.297683,  0.730143, -0.646978,   1.34633,  -0.74969,   1.17048, -0.697355,  0.152391, -0.0260174,  0.132599,  -0.47232,  -0.39297, -0.489994, -0.0982907, 0.0616259,  -1.54646,   1.49496, -0.458509,  0.196824,   1.27131, -0.134163, -0.460045,   1.62323,  -1.15157,  0.430863,  0.674949, -0.0103041, -0.283484,  0.232336, -0.599483,  0.169399, -0.106957, -0.410466,  0.465155,   1.18222, -0.456507, -0.522924,  0.591483, 0.0185472,  -1.04549, -0.513811,    1.2859,  0.375765, 0.0790685,   1.37007,  0.893054,  -1.49778,  -1.29763, -0.402707,  0.904351,  0.488642,  -1.92455, -0.557427, -0.892445,  0.584637,  0.910605,   1.33121,   1.16711,  -1.45132, -0.0366023,  0.437556,  0.240437,    1.2325, -0.0514683, -0.710094,  -0.28743,   -0.2105, -0.436499,  -1.82972,   1.18037,  0.374197,  0.147697,  0.587063,  -1.49148,   1.33677, -0.784631,    1.2526, -0.494819,   1.09372, 0.00479519,  0.572252, -0.187073,  -1.87371,   0.66978,   1.05221,  0.165001,  0.131093,  0.638539, -0.411838, -0.549245,  0.338427, -0.231668, -0.374362,  0.543023,  -2.91916,  -1.01867,   1.35276,  0.502082,  0.579429,  0.903375, -0.544751, -0.0618592,   2.36188, -0.0784567,  -0.86072, -0.700022,  0.408887,  0.101103,  0.095378,  -1.06178, -0.122233,   1.77285, -0.00642228, -0.817638, -0.913446, -0.677358, -0.991714, -0.0480489,  -1.52684,   2.29498,  -1.06506, -0.705031,  0.293011, -0.226503,  0.534025,   1.41791,   1.18154, -0.375495,  -1.11315,  0.576236, -0.472725,  0.293513, -0.255193, -0.334374,  0.301901, -0.0984165,   1.17129, -0.527626,  0.937435,  0.279977, -0.322001,  -1.80247,   2.12119,  -0.17333,   -1.6112, -0.154547,  0.578508,   0.17349,   -1.4538,  0.992278,   0.28017,  0.924192, -0.307657, -0.310489,  0.675333, -0.530202, -0.814515,   0.16565, 0.0134288, -0.803473, -0.437474,   2.14383,  0.807452, -0.854968, -0.574352, -0.00741963,   2.07092, -0.513012, -0.065507, -0.735761, -0.128527, -0.612945,  0.651827, -0.135116,  0.190067,  0.966527,   1.97929, -0.773976,  -1.20838,  -0.42727,   -1.0314,  -0.11022,  0.649719,  -2.49753,  0.952194,  0.999272, -0.536555,   1.67607, -0.457534,  0.309966, -0.135637,  -0.89825,  0.249231,  0.226673, -0.129905,  -1.46811,  0.493119,  0.303853,  0.780274,  0.048732,  -1.29259,  0.182033, -0.457399, -0.482716, -0.487372,   1.75622, -0.451708, -0.155101,   1.07819, -0.179264,  0.738644,   -0.3335,  -1.07156,   2.29489, -0.00695118,  -1.20924,  0.584423, -0.200881,  -0.35756, -0.635656,  0.203769, -0.950805, -0.245962,  0.696347, -0.613002, -0.248846,  0.488996,  0.988018,  0.022123,  0.195931,   1.13246, -0.00341746, -0.529752,  0.526059,  0.504336,  -1.17627, -0.928767,   1.47344,   1.67029,  0.168993,  -1.10432, 0.0228558, -0.982929,    0.7734,  -1.58218, -0.662796,   1.81189, 0.0928059,   1.25501,  -1.91784, -0.879523,  0.895085, -0.361852, -0.140405, -0.814599, -0.709398,   1.78866,   -1.0449, -0.827569,  0.384037,   1.58221, -0.181608, -0.0383768,  -1.15749,  0.725106,   1.07043, -0.599871, -0.832774,  0.822414, -0.739897,  0.666138, -0.697646, -0.126862,  0.119687,  -1.25442, -0.0356818,   -0.4785,  0.196941,  0.696884,   1.15901,  0.352208,  -0.81402, -0.430261, 0.0843985,  -0.43858, -0.750571,  0.261498,  0.491876, -0.0089334, -0.091673,   1.47058, 0.0970681,  -1.08403,   0.23758, -0.150702,  -0.26124, -0.377928,   1.41522,   1.73935, -0.944809, 0.0590652,  -1.04488,  0.695239, -0.840215,   -0.2843,  0.313364,   1.75828,   0.42841, -0.494056, -0.024035,  -2.00136,  0.737866,  -1.00703,  0.215655,  -1.25549,  0.896894,   1.51004,  0.310278,  -1.24994, -0.992365,  0.668698, 0.0341102, -0.035002, 0.0618562,  0.662017,   1.42593, -0.359337,   1.90581,  0.594134, -0.554725,  0.850405,  0.673791,  -0.72334, -0.517815,  -1.15924,  0.356244,  -1.10221, -0.246623,  0.808475,  -1.31219,   1.03247, -0.0760832,  0.814235, -0.144248,  0.490148, -0.841736, -0.256383, -0.699664, -0.565409,    2.1124,   0.92007,  0.936871,  -1.30359,  -1.01681,  -1.68313, -0.429066,  0.898321,  0.409012, -0.249115,   0.86028,   1.16889,  0.134344, -0.533711,   1.41766, -0.159973,   0.76962, -0.178819, -0.535238,  0.491266,  -1.14583,  0.147659, -0.813427, -0.723446,    0.6512,  0.663262,  0.731406,  0.558557,  -1.73402,   1.68718, -0.631009,  -1.68282,  0.723039, -0.617993,   1.45068, -0.523282, -0.769521,  -0.88281, -0.624659,  0.558819,  0.541161,  0.270894,  0.785464, -0.227079, -0.932479,  0.392123,  0.882639,  0.501252, -0.119143, -0.464575, 0.0186086, -0.506612,   1.29749,   1.21334, -0.0797111,   0.55489, -0.659423,   -1.1929, -0.0540933, 0.0440021, -0.131221,  0.849339, -0.972251, -0.381323,   0.14986,  0.221279,   1.42206, -0.694453,  0.261378, -0.916577,  0.307896, -0.044762,  0.279787, -0.152719,   1.16371,  -1.21115,  0.412352,  -1.09516,  0.599742, -0.315632, -0.0155842, -0.114083,  -1.22444, -0.202162,    0.8137,   1.72224,  0.568396,  0.904539,  -1.10092, 0.0707653,  -1.32408,  0.427482, -0.193017,   1.83737,  -1.28516,   0.30212,   1.43453,   1.37199,   -0.6564,   1.33589,  0.612229, -0.474753, -0.705348,  -4.26376, -0.0365464,  0.834402, -0.111934, -0.100604, -0.703833,  0.311218,  0.155861,  0.618183,  -0.52038,   0.71968, -0.320487,  0.502684,  0.143384,   2.12773,  -1.16564,  -1.71068,  0.237668,  0.213753,  0.892472, -0.744642, -0.979597,   1.97696,  -1.02373,  0.645553, -0.808948,  0.854699,  -1.33289,  -1.33645, -0.530555,  0.704412, -0.476969,  0.116108, -0.374408,   1.61176,  0.561969, 0.0401041,  0.586323,   -1.3169,   1.51961,  0.492139, -0.0458076,  -1.49724,   1.11596, -0.780357,  0.456276,   1.30834,   1.09378,   1.56417, -0.824581,   -0.3574, -0.152946, -0.356549,  -1.17024, -0.700677,   1.28104,   1.10141,  -2.28968,  -0.20085, -0.265351,  0.220716,  0.281687,  -0.42597, -0.492111,  0.249751,   1.52528,  0.182116, -0.654183,  -0.67219, -0.726835,  0.502065, -0.308806, -0.152658, -0.596952,  0.776889,  0.680907,  0.732697,  -2.39398,  -0.36569,  -1.26125, -0.978323,   3.11193, -0.896719,    1.9337, -0.817341, -0.838321,   1.45919,  -0.78291, -0.303561,   0.84763, -0.0679406, 0.0174018, 0.0103414,  0.714264,  0.291348, -0.393751,   1.25523,   1.04763,  -1.46822, -0.958938,  0.814802, 0.0944701,  0.877208,  -1.32777, -0.505809,    0.8046, -0.226106,  -0.21757, 0.0341597,  0.246635, -0.105886, -0.797549,   1.21398,  0.618505,  -1.09217, -0.547212, -0.0898128,  0.519902, -0.757407, -0.487668, -0.767518,  0.791986,  0.148967,  -1.40423,  0.549803, -0.912236,    1.9058,  -1.19508, -0.843992, -0.0542345,   2.08841,  0.556754, 0.0362181,  0.802883, -0.413824, -0.863681, -0.514982, -0.616151,   0.45769, -0.197409,   1.84021, -0.438601,  0.559466,  -0.31677, -0.111169,  0.703451,  -1.21213, -0.401665,  0.804478, -0.305128,   1.55936, -0.339285, -0.936309,  0.121008, -0.448683,  -1.54414,   1.50712, 0.0518348, 0.0896668, -0.118411,  0.804638, -0.368965,  0.194418, -0.271486, -0.202656, -0.333997, -0.00386416,  0.924225, -0.713349,   2.01064, -0.160977, -0.927149, -0.909469, 0.0866896,  0.394344, -0.00970847, -0.865644,  0.808658, -0.860633,  0.708279,   1.29606,  0.312018,   1.41269, -0.306073,  0.293602,  -0.76323,  0.408713,  -1.52037,  -1.72582,   1.35007,  -0.25497,  0.475084,  0.799539, -0.598827,  0.891632,  0.136862,  -1.65867, -0.797863,   1.46686,  0.208314,  -1.01669, 0.0238953,   1.52894,  -1.27781,   1.66958, 0.0823644, -0.232576,  -0.54144,   1.94626,  0.762159, -0.664473, -0.347556,   1.28808, -0.0998823,   -1.8002,  -1.53151,  0.391632,  0.728255,  0.653325,  -1.80544,  0.268172, -0.557859, -0.500447,   1.80812, 0.0597357, -0.500514,  -1.05241,  0.206844,  0.780393, -0.244323,   1.04481, -0.195095, -0.447239, -0.217261,  0.749666,   -1.1079,  0.430659,  0.812942, -0.729803,   1.98313, -0.705157, -0.351906,  0.250392, 0.0511382, -0.421855,  0.719443,  0.623793, -0.0130066, -0.941612,  -1.25693,   1.70757, -0.988697,  0.711409,  -1.82197,   1.03925, -0.823887,  -1.35387,   1.73901,  -1.04964,   1.23387,   -1.2027,   1.45059,   -1.1912, -0.556914,  -0.42913,  0.163576,  0.630239, -0.192023,  0.294056,   1.12621,  0.397164,  0.154598,  -1.05574,   0.88366,   1.05649,  0.754893,  0.597136, -0.071318,  -1.82128, -0.274898,  -1.25771,  -0.51485,  0.155613,  0.890139,  0.252003,    1.4186,  0.428275, -0.260974, -0.621644,  0.402318, -0.307214, -0.270707,  0.441741, -0.260448,   1.31654,    1.3011,  -2.09223, -0.375314,   1.42487, -0.330278,  -1.03974,  0.698581, -0.281616,  0.163041,  0.971846,  0.396578,  -1.88932,  0.210225,  -0.14958,  0.239536, -0.0694293,   0.62974,   1.11851,  0.724803,  -1.67524, -0.301398, -0.863152, -0.989506,    1.2953, -0.396455, -0.299453,  -1.44473,   1.61236, -0.187683,  0.927805, -0.330377,  0.194111,  0.549351, -0.940695, -0.592679, -0.581983,   1.05332,  0.525014,  0.108972,  -1.25403,  0.998994, 0.0842769,  0.956816,   1.10606, -0.933401,  -1.03543,  0.326585,   0.25852,  0.745271, -0.452273,  -0.26021, -0.584006,   1.03098,   1.23122,  0.125475, 0.0787983, -0.998574,  0.529496, -0.594681, -0.877109,    0.5104, -0.685447, -0.707523,   1.45543,  -1.36082,   1.39096, 0.00217079,   1.57626,  0.450602,  -0.13689,   1.26203,  -1.08186, -0.405322,  -1.73552,   0.31818, -0.519826,   2.17785, -0.245784,  0.503138, -0.102738,  -1.51717,   1.37172, -0.522328, -0.914981,   2.51321, -0.673294,   0.99162,   -1.1067,  0.929436,  0.885894,  -2.15283, -0.840087, -0.552354, -0.337723, -0.806657,   1.88863,  0.369332,  0.469312,  0.167153, -0.0168899, -0.199009,  -1.03245, -0.0333274,  0.523289, -0.522737, -0.572217,  0.314481,  0.347722, -0.194996,  0.440791,  0.336954,   1.44347, -0.487585,   -0.2939,   1.00165, -0.858723, -0.226323,  -1.10293, 0.0505472,   0.66051,  -1.05514,  0.515151, -0.367356,  0.212035,  0.539057,   0.84148, -0.859627, -0.032531,  0.987314, -0.503129, 0.0491356,  0.125064, -0.401734,   1.11456,  -2.50856,   1.52204,   1.50103,  -1.16955, -0.0223842, -0.441905, -0.199564, -0.704245,  -1.63223,   1.03566,   1.15922, -0.301374,  0.608448, -0.294699, -0.486206,   -0.9931,   1.66601,  0.136785,  0.646928,   1.10685, -0.806261, -0.595412, -0.292617,  0.993789,   1.19071,   0.45459, -0.226183,  0.720468,  -1.04023, -0.861041, -0.784667,  0.851273,  -1.45597, 0.00874062,   1.44682, -0.0165344, -0.772236,  0.322673,  0.735871, -0.729507, -0.124824,  -1.49739, -0.307448,   1.87794,  0.502121, -0.131077,  -1.77319,   1.35735, -0.0139863,  0.100859,   1.09676,  0.280735,    0.9924,  -1.51983,   1.91015,  -1.53817, -0.190371, -0.612505,  -1.41882,  -1.39266,  0.818658, -0.902981,   1.24081,  -2.63495,  0.175765,   1.45193,   0.86219,  -1.40141, -0.115536,   1.38011,  0.702603,  0.229013, -0.693432, -0.344881,   1.11512, -0.664877,   2.24967, -0.885249,  0.830314, -0.943444,  -1.24319,  0.940284, -0.288512,  0.554393,  -1.28867, -0.355322, 0.0911279, -0.141119, -0.704018,  0.736295,  0.665772, -0.439434, -0.270285,   1.09554,  -1.93903,  0.399831, -0.518258,  0.503675,  0.971611, -0.193104,  -1.06975, -0.165569,    1.4526,  0.820049,  -1.37698, 0.0720885,  0.697799, -0.737144,  0.814229,  0.771735,  -0.44279, -0.214093, -0.869096, -0.465359,   1.39042, -0.538389,   1.26786, -0.114889,  -1.21031,  0.623272, -0.114455, -0.0381133, -0.0918042,  -1.07775,  0.109595,   0.90054, -0.353056,  -1.17697,   2.66235,  -1.13893)
			, WRES = c( -1.62399,  0.862722,  0.284943, -0.552402, -0.754344, -0.686463, -0.0249568,  0.433342, -0.843209, -0.970942, -0.336508, 0.0495526, -0.533128, -0.343018, -0.229298, -0.476916,   1.90287, 0.000850657,     2.128,  -1.64313, -0.120562,  0.576847,   1.12164,  -3.17649,  -2.49489,  0.212762,  0.780267,  -0.60846,    1.5044,  -1.75163, 0.0978845, -0.545287,  0.392611,   1.94353,  0.246232, -0.291091, -0.357523,  -1.48975,   1.09161, -0.0486003,  -1.55763, 0.0968519,  0.207231,  0.608787,  -1.59957,   1.50062,  0.737975, -0.956659, -0.526647,   1.44806,  -3.14005,  -0.19412,   1.83038,  0.380822,  0.223169,   1.90737,  0.897698, -0.470339,  -1.41905,   1.30206,  0.374857, -0.417013,   1.36584, 0.0423363,  0.877519, 0.0733234, -0.632692,  -1.05209,  0.634377, -0.429872,  0.606717, -0.788752,  0.399572,  -1.36838,   0.71085,   -1.1034, -0.312551, -0.518241,  -0.26349, -0.683484, -0.475806,   0.64754,  0.502468,  0.464212,  -1.40532,   2.34317, -0.338529,  0.483587,   1.67798, -0.211952, -0.382816,   1.38426,   -1.3546,  0.238886,  0.163829, -0.468306, -0.541269, 0.000852473, -0.677251,  0.378591, -0.107252, -0.339235,  0.574004,   1.14736, -0.657235, -0.540453,  0.687881, -0.037089, -0.839455,  0.118965,   1.31501,  0.285794, -0.0061603,  0.961335,  0.439169,  -1.46396,  -1.12833,   1.91589,   1.92688,  0.594812,  -2.77593,  -0.17735, -0.473665,   1.89277,   1.99986,   2.21652,  0.669673,  -1.83806,  0.116096,  0.515598,  0.193778,   1.03212, -0.462439, -0.995202, -0.390141,  -0.27105,  -0.22028,  -1.21506,   1.58286,  0.563558,   0.26896,  0.607478,  -1.29182,   1.35571, -0.389577,    1.3742, -0.552806,  0.928717, -0.287981,  0.210584, -0.507061,  -1.86447,  0.672424, -0.0102429, -0.570725, -0.369085,  0.113858, -0.869558, -0.909503, -0.0734594,  -0.47919, -0.469801, -0.216868,  -2.29267, 0.00159597,   1.83882,  0.764711,  0.686067,  0.840109, -0.470794, -0.0116662,  0.452302,  -1.41388,  -1.46861,  -1.06817, -0.283361, -0.518925, -0.380798,  -1.11687, -0.202788,  0.446755,  -1.11509,  -1.31973,  -1.02983, -0.566219, -0.612982,  0.457037, -0.830829,    2.6721, -0.668371, 0.0606338,  0.773041,   0.16462,  0.748534,   1.32051,  0.907386,   -0.5151,  -1.06851,  0.548094,  -0.70042,  0.257982, -0.323409, -0.286401,  0.423514, -0.0612824,    1.2302, -0.706728,  0.275336, -0.382931, -0.721029,  -1.78908,   2.02203, -0.432698,  -1.59515, 0.0743289,  0.673532,  0.227741,  -1.19328,   1.40212,  0.359981,  0.883248, -0.464326, -0.392904,  0.628881, -0.641432, -0.582391,  0.437061,  0.151241, -0.430622,  0.285353,   2.31432,   0.44012,  -1.10087, -0.618402, 0.0397397,   1.58218,  -1.18757, -0.470865, -0.992458, -0.263797, -0.632406,   0.63703, -0.230569,  0.944487,  0.938357,   1.62516,  -1.86008,  -1.95321, -0.701376,  -1.30342, -0.0355544,  0.877849,  -1.45486,   1.69313,   1.10317, -0.324532,   1.23099, -0.628415, 0.00906472, -0.306511, -0.768814,  -1.62547, -0.511657, -0.492703,  -1.04746,  0.246806,  0.118091,  0.276503, -0.133981, -0.685347,   2.04086, -0.258769, -0.189901, -0.138092,   3.11428, -0.694679, -0.144086,   1.72842,  -0.38477,   1.68343, -0.643951,  -1.22992,    3.1398, -0.431775,  -1.87084,  0.776057, -0.373246, -0.523138,  -1.19374, 0.0919862, -0.679174, 0.00302248,  0.803541, -0.0324643,  0.314436,  0.705045,  0.857297,  -1.38696, -0.251599,  0.301609, -0.356229, -0.555156, 0.0945823,  0.064914, -0.836228, -0.602711, -0.745005, 0.0157437, -0.833087,  -1.45107,  -0.62428,  -1.18645, -0.00302985,  -1.34647, -0.611077,  0.502572,  -1.03472,  0.290519,  -2.46207,  -1.20308,   0.21372,  -0.86173, -0.452744, -0.863351, -0.409472,   1.61383,  -1.22942, -0.708583,  0.469493,   1.41434, -0.341492,   -0.1703,  -1.14091, -0.126649,  0.213251,  -1.11725,  -1.00265,  0.506603, -0.847187,  0.445748, -0.738854, -0.164773, -0.693341,  -1.03291,  0.187637, -0.174137,  0.384705,  0.716871,  0.907179,  0.101722, -0.745113,  0.228149,  0.468671, -0.203853, -0.450837,  0.668777,  0.786584,  0.146047, 0.0399596,   1.68305,   3.01262, -0.687546,    1.4703,  0.714634,  0.782242,  0.481703,   3.42422,   3.12076,  -2.43463,  0.784043, -0.759354,   1.25372, -0.690344, 0.0697786,  0.741044,   2.22908,  0.316171, -0.792679, -0.711862,  -1.29415,  0.989458, -0.480061,  0.486984, -0.649698,   1.00949,   1.32195,  0.282524, -0.554655, 0.00587628,   1.30122,  0.421257,  0.324768,  0.390309,  0.859986,   1.39037, -0.412306,   2.40433, -0.535443,  -1.58767,  0.467663,   0.14968,  -1.58372,  -1.09706,  -1.73865,  0.400337, -0.278021,  0.568013,   1.23568,  -1.00466,    1.3836, 0.0884018,  0.921252, -0.126142,  0.503799,  -1.06399, 0.0415212, -0.264062, -0.0957897,   1.74061,  0.578154,   0.47501,  -1.12699,  -0.76885,   0.17384,   1.20006,   2.11623,   1.02679,  0.188273,   1.57323,   1.44576, -0.263508,  -1.00567, -0.488401, -0.964296, -0.00431573, -0.621345, -0.726545, 0.0997747,   -1.0387, -0.00251909,  -0.67285,  -1.24731,  0.532568,  0.400003,  0.221191, -0.360609,  -1.76032,  0.455049, -0.904704,  -1.26208, -0.967405,  -1.05473,  0.587114, -0.830645, -0.804063, -0.704508, -0.352141,  0.552506,  0.445377,   2.58877,   1.26373, -0.696209,  -1.57103,  0.841914,   1.47653,  0.627235, -0.477971, -0.993154, -0.166558, -0.361597,   1.23637,  0.731358,  -0.78982, -0.214757,  -1.15495,  -1.34785, -0.177249,  0.405527, -0.0182455,  0.878958,  -1.06033, -0.0699071,  0.733876,  0.659812,   1.60071,  -1.11242, -0.317417, -0.829496,  0.390506, 0.0105727,  0.263008, -0.132135,  0.956497,  -1.12075,  0.355342,  -0.25529,   1.19611, -0.0676054,  0.247147,  0.181963,  -0.83213,  0.353295,   1.27604,   1.95328,  0.528474,  0.437613,   -1.4928, 0.0368749, -0.884014,   1.12933,  0.136959,    2.0505,  -1.48134,   2.52871,    2.0264,    1.1455,  -2.18773,   1.31976, -0.082328,  -1.80458,  -1.91476,  -7.46777,  -0.78468,  0.304804, -0.428681,  -0.30488, -0.663534,  0.182164, 0.0382085,  0.352296, -0.506823,   1.29082, -0.476144,  0.556882, 0.00716045,   1.97521,  -2.34202,   -2.2858,  0.387155,  0.226062,  -0.44419,   -1.0475, -0.786143,   1.48257, -0.984188,  0.399589, -0.725652,  0.599472,  -1.09749, -0.0488343,  0.614606,    1.5075, -0.0644594,  0.598697, 0.0277551,   2.12764,  0.664684, 0.00145799,   1.62488,   -1.3875,    2.2728,  0.450442, -0.313796,  -1.86891,    1.8506, -0.971352,  0.801301,  0.978645, 0.0740661,  0.495599,  -2.05194,  -1.14045, -0.714293, -0.814752,  -1.57239, -0.871951,  -1.07729, -0.344022,  -2.03746, -0.302313, -0.299337, 0.00833567, 0.0221969,   -0.3482, -0.309507,  -1.13701,  0.342243, -0.576002, -0.945563,  -0.78587, -0.700072,  0.123956, -0.364652, -0.173982,   4.32962,   3.45997,   1.89139,   1.49676,  -5.64303, 0.0313149,   -2.0162,  -1.05218,   8.70392,  0.887128,   3.06635,   -1.2595, -0.941109,   2.09147,  -1.09789, -0.312442,   1.22083, -0.130957, -0.0774918, -0.012404,  0.569554, 0.0337287, -0.642506,  0.782853,  0.260794,  -1.93418,  -1.04788, -0.219706, -0.500036,  0.260526,   -1.4747, -0.515074,  0.607847,   -0.3087, -0.259316, -0.0241231, -0.833931, -0.396827, -0.670865,  0.821775,  0.204088, -0.972555, -0.425857, -0.0497907,  0.361625,  -1.30703,  -0.24883, -0.323789,  0.764463,   0.26143, -0.547238,   0.97492, -0.189597,   1.65674, -0.142004,  0.233351,  0.846392,   2.64216,  0.562214, -0.0621808,  0.717464,  -0.61987,  -1.00406,  0.407501, 0.00442012,   1.02952, 0.0896933,   2.21584, -0.645682,  0.539703,  -0.51366, -0.188599, -0.670907,  -1.27859, -0.260686,  0.623063, -0.294039,  0.989552, -0.543062, -0.803524, 0.0606749, -0.455377, -0.832567,   1.77097,  0.131843,  0.134604, -0.0603507,  0.716623, -0.367633,   0.15387,  0.785732,  0.239485, 0.0141717,  0.467993,   1.49852, -0.788468,   2.56743,  -0.57256,  -1.39615,   0.90123,   1.25314,   1.13092,  0.509162,  0.193262,   2.33351, -0.801596,   1.61668,   2.10021, -0.662013,   0.48063,  -0.80999, -0.180703, -0.893062, 0.0920101,   -1.2924,  -1.24954,   1.12531,  0.686312,  0.831235,  0.836064, -0.889407,  0.931654, -0.123005,    -2.119, -0.760973,   1.97606, -0.203453, -0.908547,  0.250012,    1.4079,  -1.27596,   1.38364, -0.313334,  -0.59408, -0.692966,   1.77252, -0.670868,  -1.91684,  -1.03789,   1.06739,  -0.77333,  -2.68119,  -1.98338,  0.602781,   1.09691,  0.211814,  -2.30172,  0.504718, -0.365732, -0.120186,     2.441, -0.107629, -0.731959,  -1.14925,  0.393654,  0.638941, -0.274629,  0.747149, -0.313752, -0.425051, -0.130103,  0.619878,   1.53073,   2.20598,   1.84357, -0.885575,   3.32926,  -1.34241, -0.591104,  0.425127, 0.0619583, -0.216116,  0.755124,  0.381702, -0.267898,  -1.01879,  -1.08908,   1.77222, -0.942401,  0.750065,  -0.43023,   2.14306, -0.370079, -0.766826,    2.4414, -0.717844,   1.75992, -0.970494,    1.9192, -0.821915,  0.182851,  0.196491,  0.597897,  0.835367, 0.0424953,  0.416777,   1.01703,   0.30859, -0.155958, -0.848536,   1.02789,  0.886452,  0.372113,  0.100833, -0.518762,  -1.92877, -0.311965, 0.0601921,  0.641825,   1.03897,   1.52943,  0.663724,   1.68014,    0.1048, -0.676847, -0.948351,   1.00198, -0.412258, -0.210338,  0.627721,  -0.30058,   1.56675,   1.30397,  -2.87243, -0.488421,  0.796794,  -1.09092,  -1.29709,  0.594949,  -0.51889,   0.03102,  0.711367, -0.0210569,  -2.15464, 0.0494205, -0.219865,  0.197195, -0.142445,  0.383251,  0.426245, -0.337795,  -2.14435, -0.418165, -0.543154, -0.227003,   1.59448, -0.194736, -0.0587161, -0.990717,   1.74779, -0.0345521,  0.927254,  -1.07815, -0.0245296,  0.194247,  -0.79171, -0.322653, -0.189539,  0.910529,  0.401121, 0.0659052, -0.511589,   1.53057,  0.185699,  0.902943,  0.817449,  -1.22492,  -1.01136,  0.479313,  0.283279,   2.25344, -0.824597, -0.253505, -0.621453,   1.76827,   1.73295, -0.159411,  -0.20789,  -1.78168, -0.245445, -0.818813, -0.731822,  0.540108,  -0.49407, -0.376806,    1.4643,  -1.04702,   1.37451, -0.449382,  0.947506,  -0.24581, -0.670765,  0.434833,  -1.74469,  -1.12534,  -1.77112,  0.023934,   1.08444,   3.01518, -0.978332,  0.203054, -0.614988,  -2.32022,   1.81799, -0.931719,  -1.33987,   1.91636,  -2.24519,  0.347239,  -2.02915,  0.459391,  0.152566,  -3.25428,  -1.15069, -0.616115, -0.638383, -0.470188,   1.67242, 0.0406009, 0.0258789, -0.382497, -0.642496, -0.741485,  -1.14613, -0.0362024,  0.394136, -0.619769, -0.488102,  0.410181,  0.363422, -0.192086,  0.423101,   0.27401, -0.0981826,  -1.17712, -0.556563,  0.544096,   -1.1224, -0.427086, -0.929137,  0.124607,  0.547146,  0.369762,   1.50989, 0.0255631,  0.641796,   0.88595,   1.09019,  -1.00143,   0.18156,   1.32595,  0.648797,  0.658624,  0.474712, -0.236124,    1.5345,  -2.92997,   2.24938,   1.92027,  -1.49745, -0.779336,  -0.55263, -0.180323, -0.355166, -0.499311,   1.71252,   1.22996, -0.194961,  0.542259,  0.259153, -0.079009, -0.510595,   2.17314,  0.226815,   0.64717,  0.740426,  -1.36183, -0.757056, -0.633777,  0.648015,  0.539056, -0.174263, -0.679962,   0.14623,   -1.2159, -0.903762, -0.730551,  0.422205,  -1.62823,  0.256685,   1.47189, -0.224759, -0.886205,   0.30771,  0.639371, -0.860193,   0.28501,  -1.01817,  0.431756,    2.3831,  0.573456,  -0.10317,   -1.4282,   2.08305, 0.0608777,   2.62861,   1.91863, -0.0154234,   1.07314,  -3.15185,   3.03399,  -3.18571, -0.454916,  -1.10914,  -1.45879, -0.448235,   0.97295, -0.314589,   1.23032,  -1.28165,  0.786196,   1.41651,  0.795614,   -1.0926,   0.47742,   1.33295,  0.470241, 0.00428509, -0.699655, -0.303118,  0.800081, -0.653973,   2.48704,  -2.67953,  0.420046,  -1.90753,  -1.89012,   1.32123, -0.528206,  0.681628,  -1.91013, -0.0217643,  0.297361, -0.0280632, -0.499732,   1.01274,  0.750235, -0.439321, -0.171006,   1.16973,  -1.22486,   1.10469, -0.0143761,  0.789356,   1.08128, 0.0991488, -0.369028,  0.625306,   1.69519,  0.575408,  -1.59651,  0.324441,  0.827319, -0.740028,  0.934856,  0.731951, -0.603946, -0.292671, -0.733106, 0.0537329,   1.41551, -0.477117,  0.968456, -0.391778,  -1.08506,  0.568502, -0.115738, 0.0587646, -0.0344167, -0.859312,  0.430726,   1.07304, -0.258591, -0.923097,   2.86382,  -1.27557)
			, CWRES = c( -2.23103,   1.60547,  0.571625, -0.872597,  -1.25192,  -1.12763, 0.0485658,  0.846005,  -1.43794,  -1.14497, -0.408869, 0.0999458, -0.698424, -0.460653, -0.318569, -0.661733,   2.60698, -0.0434588,   1.76807,   -1.2505, -0.0732667,  0.464354,  0.880247,  -2.48171,  -1.96685,  0.124701,   0.56726, -0.659849,   1.68479,  -1.95073,  0.110836, -0.608149,  0.439953,   2.17429,  0.273679,  -0.32765, -0.359439,  -1.80116,   1.33175, -0.051635,   -1.8984,  0.125489,  0.259928,  0.752563,  -1.99023,   1.24826,  0.578789, -0.717705, -0.391687,   1.10287,  -2.36724, -0.202112,   1.28766,  0.284744,  0.241893,   1.58817,  0.748458, -0.385511,   -1.1675,   1.06839,  0.308675, -0.341286,   1.12197, 0.0423642,  0.858483, 0.0721665, -0.618347,  -1.02912,  0.622536, -0.420432,  0.594975, -0.772273,  0.453014,  -1.39495,  0.736201,  -1.13621, -0.332497, -0.537492, -0.243164, -0.698625, -0.468112,  0.595004,  0.419216,  0.381818,  -1.11731,   1.86724, -0.257428,  0.390867,   1.33566, -0.152585, -0.394255,   1.45707,  -1.41834,  0.253164,  0.163304, -0.524004, -0.586655, 0.0187824, -0.735343,  0.361612, -0.0986534, -0.315664,  0.537218,   1.06872, -0.612627, -0.509388,  0.618807, -0.0366606, -0.953427,  0.155855,   1.58463,  0.351349, 0.00107845,   1.16821,  0.533272,  -1.77018,   -1.3603,   1.52736,   1.30801,   0.43279,   -1.7885, -0.110718, -0.321628,   1.13065,   1.25571,   1.44987,  0.642267,  -1.74177,  0.111157,   0.48985,   0.18388,  0.978873, -0.443318, -0.948445, -0.370619, -0.282428, -0.233598,  -1.29604,   1.68981,  0.602267,  0.287568,  0.649177,  -1.38063,   1.44911,  -0.40234,    1.4176, -0.563954,  0.958183, -0.296198,  0.222894, -0.527675,  -1.93915,   0.73625,  0.056066, -0.612327, -0.398285,  0.130357, -0.980895,  -1.01955, -0.00219952, -0.492328, -0.478124, -0.219777,  -2.58124, 0.00359496,   2.07493,  0.864216,  0.774831,  0.948345, -0.535266, -0.0151106,  0.617075,   -1.5229,  -1.60307,  -1.21074, -0.362242, -0.602695, -0.406034,  -1.29604,   -0.1644,  0.474496,  -1.17768,   -1.3925,  -1.08568, -0.596559, -0.650388,  0.459066, -0.876354,   2.74884, -0.727435, 0.0723572,  0.866627,  0.186378,  0.839691,   1.47935,   1.01449, -0.580972,   -1.2006,  0.512725, -0.642183,   0.24002, -0.296058,  -0.26251,  0.381842, -0.0536711,   1.11653, -0.629086,  0.289117, -0.389407,  -0.73678,  -1.83065,   2.07091, -0.447231,  -1.64216, 0.0975476,  0.713341,  0.220551,  -1.13457,   1.33553,  0.342922,  0.840342, -0.441201,  -0.37348,    0.5978, -0.609637, -0.584245,  0.490329,  0.174009,  -0.46197,  0.282141,   2.44113,  0.554524,  -1.05427, -0.587992, 0.0402007,   1.56604,  -1.17354, -0.465235, -0.981821, -0.260719, -0.625273,  0.637231, -0.229197,  0.828453,  0.759773,   1.29553,  -1.46499,  -1.53779, -0.548169,  -1.02362, -0.0246208,  0.694721,  -1.75207,   2.07616,   1.34966, -0.371814,   1.55759, -0.814687, 0.0416759, -0.372679,  -0.96631,  -2.09827, -0.705603, -0.734085,  -1.71948,  0.313031, -0.127752,   0.16125,  -0.53828,  -1.51137,   1.58055, -0.0935746, -0.077679,  -0.05651,   1.96836, -0.407532, -0.0694532,   1.09307, -0.221903,   1.36613, -0.435052, -0.873796,    2.2967, -0.298713,  -1.33665,  0.538398, -0.273448, -0.382121,  -1.37857,  0.181253, -0.847993,  0.028937,   1.04292, -0.0711608,  0.375672,  0.889738,   1.09411,  -1.81532, -0.299236,  0.603956, -0.553711, -0.918187,  0.204503,  0.146079,  -1.44308,  -1.02976, -0.719417,  0.116371,  -1.10986,  -2.05481, -0.982581,  -1.79777,  0.153529,  -1.96889, -0.710515,  0.620998,  -1.05178,  0.320923,  -2.57742,  -1.29273,  0.263725,     -0.95,  -0.44199, -0.916986, -0.429375,   1.71683,  -1.30482, -0.752056,  0.498985,   1.50337,  -0.36326, -0.181219,  -1.21356, -0.117721,  0.242644,  -1.23675,  -1.11704,  0.571829, -0.955698,  0.509081, -0.830762,  -0.17937, -0.769707,  -1.24796,  0.242404, -0.205767,  0.475132,  0.875593,   1.09448, 0.0793658, -0.968359,  0.223632,  0.423828, -0.180097, -0.401991,  0.600032,   0.70463,  0.132467, 0.0375755,   1.50435,   2.19145, -0.315262,  0.909673,  0.391165,  0.343653,  0.216621,   1.78898,    1.7559,  -1.00182,  0.707938, -0.624485,   1.05757, -0.574097, 0.0606511,  0.615217,   1.84425,  0.297981, -0.602987, -0.804863,  -1.63053,   1.27695, -0.601855,  0.630175, -0.824329,   1.29805,   1.69719,  0.364369, -0.573356, 0.0083863,   1.36102,  0.440548,  0.337001,  0.403809,  0.893414,   1.44767, -0.424824,   1.91463, -0.384532,  -1.18406,  0.367433,  0.120463,  -1.19177, -0.828992,  -1.31576,  0.271986, -0.268895,  0.552916,   1.20241,   -0.9775,     1.345, 0.0861757,  0.895665, -0.122123,  0.490024,  -1.27485, 0.0867994, -0.327783, -0.113121,   2.32361,  0.750618,  0.601853,  -1.55892,   -1.0551,  0.285308,  0.993384,   1.70598,  0.821173,  0.130067,   1.18891,   1.17446, -0.0437436, -0.631076, -0.499203,  -1.25872, 0.0143847, -0.818691,  -0.96657,  0.144285,  -1.39265, 0.00599902, -0.899696,  -1.39157,  0.817188,  0.614512,  0.336012, -0.574541,  -2.53667,   1.16652,  -1.22406,   -1.7723,  -1.09567,  -1.37531,  0.858905,  -1.10253,  -1.08218, -0.967264,  -0.50693,  0.724359,  0.549516,    1.8994,  0.819908, -0.342994, -0.861323,  0.516247,  0.871311,  0.383484, -0.248348, -0.544536, -0.143755, -0.363777,   1.29365,  0.769011, -0.856423, -0.207552,  -1.22194,  -1.39993, -0.0904313,  0.422068, -0.0070876,  0.812616,  -0.97366, -0.0848525,  0.612194,  0.590269,   1.42537,  -0.81128, -0.333073, -0.936338,  0.446708,  0.014533,  0.301237, -0.149318,   1.09076,  -1.27684,  0.405766, -0.232935,    1.1531, -0.0644963,  0.236526,  0.168138,  -0.79971,  0.316192,   1.19639,   1.84953,  0.503388,  0.411719,  -1.40915, 0.0307751,  -0.84637,   1.00183,  0.119555,   1.86574,  -1.34056,   1.86781,   1.27819,  0.724596,  -1.25429,  0.787025, -0.0279789,  -1.02854,  -1.10082,  -4.31405, -0.896227,  0.412904,  -0.52581, -0.375359, -0.842662,  0.235891, 0.0455924,  0.449046, -0.674351,   1.22951, -0.324626,  0.499629, 0.0369111,   1.66649,   -1.9452,   -1.8207,  0.576419,  0.338771, -0.465158,  -1.29738, -0.976655,   1.87051,  -1.23644,  0.511134, -0.914461,  0.764498,  -1.38693, -0.00807803,  0.550655,   1.34012, -0.0563438,  0.524321, 0.0175563,   1.85408,  0.592706, 0.0209483,    1.3409,  -1.01942,   1.72741,  0.344213, -0.248808,  -1.43204,   1.24037, -0.739103,  0.528952,  0.881812, 0.0713737,  0.436647,   -1.7873, -0.993244, -0.622962, -0.710816,  -1.37084, -0.761303,  -1.25165, -0.423196,  -3.04919, -0.434684,  -0.58209, -0.151574, -0.121479, -0.711429, -0.591482,  -1.30442,  0.553875, -0.759079,  -1.30021,   -1.1398,  -1.10603,  0.113021, -0.643591, -0.276606,   2.75054,   1.64769,  0.912341,  0.702766,  -2.24797, 0.0217096, -0.807351, -0.431488,   3.47174,  0.799624,   2.26023, -0.904142, -0.674358,   1.53549, -0.789907, -0.222483,  0.881919, -0.0895315, -0.0623796, -0.0073392,  0.584597, 0.0372884, -0.661445,  0.806428,  0.240731,  -2.06094,  -1.05597,  -0.21688, -0.570507,  0.306148,  -1.70325, -0.594989,  0.708041, -0.357786, -0.300176, -0.0265442, -0.958538, -0.496001, -0.873786,   1.10756,  0.270392,  -1.34044, -0.561071, -0.0324231,  0.532723,  -1.57993, -0.278731, -0.406229,    1.0789,   0.36379, -0.795798,   1.29132,  -0.31586,   2.25422, -0.118846,  0.217621,  0.781071,   2.43219,  0.517673, -0.0555724,  0.659985, -0.567273, -0.920533,   0.38992, 0.0139518,  0.893903, 0.0811344,   1.89358, -0.549286,  0.451347, -0.434487, -0.166257, -0.721784,  -1.62785, -0.326585,  0.811615, -0.388521,   1.27551, -0.805273,  -1.11024,  0.123593, -0.487596, -0.919385,   1.96443,  0.148455,  0.151328, -0.0654558,   0.79766, -0.408099,  0.171822,  0.719202,  0.212535, 0.0214652,  0.372602,   1.18525, -0.543745,   2.00966, -0.349244,  -1.00067,  0.918123,  0.990042,  0.868384,  0.353338, -0.035715,   1.48758, -0.396315,   1.09375,   1.42086, -0.738864,   0.64344,  -1.01755, -0.221177,  -1.14374,  0.126676,  -1.66837,  -1.60443,   1.48832,  0.624286,  0.693722,  0.691594, -0.723158,  0.753381, -0.0957645,  -1.70885, -0.631271,    1.5678, -0.184517, -0.964929,  0.269811,   1.50762,  -1.36982,    1.4905, -0.361235, -0.669248, -0.755884,   1.46784, -0.501584,  -1.47917, -0.795377,  0.834128, -0.589299,  -2.06664,  -1.53183,  0.463899,  0.961708,  0.187053,  -1.93731,  0.432533,  -0.29525, -0.110531,   1.95869,  -0.02511, -0.534879,  -1.31789,  0.495575,  0.785531, -0.322664,  0.908828, -0.381859, -0.525184, -0.172156,  0.740314,   1.27336,   1.41481,   1.16431, -0.506269,   2.03782, -0.788239, -0.339533,  0.269315, 0.0495558, -0.219584,  0.771271,  0.390023, -0.273457,  -1.04024,  -1.11198,    1.8075, -0.961288,  0.764477, -0.355897,   1.98603, -0.339468, -0.705847,   2.24806, -0.658232,   1.59696, -0.857263,   1.73092, -0.921818,  0.223738,  0.236023,  0.704893,  0.983185, 0.0493875,   0.48931,   1.19456,  0.360318, -0.155758, -0.895295,   1.08594,  0.937913,  0.397798,  0.107232, -0.557012,  -2.06241, -0.303311,  0.117797,  0.569017,  0.902554,   1.31401,  0.556026,   1.44112,  0.191772, -0.469477,  -0.71732,  0.874582, -0.309796, -0.156409,  0.508126, -0.232886,   1.24922,   1.04021,  -2.27297, -0.384375,  0.766215,   -1.0456,  -1.24345,  0.570716, -0.497126, 0.0281492,  0.679464, -0.0197551,  -2.05923,   0.10019, -0.203246,  0.209428,  -0.13575,  0.388765,  0.419761, -0.398375,  -2.28378, -0.311657, -0.580708, -0.244956,   1.74028, -0.211041, -0.0629046,  -1.08178,   1.91343, -0.0378334,   1.01418,  -1.29928,  0.011925,  0.295517,  -1.06841, -0.443497, -0.261635,   1.27695,  0.532188, 0.0533572, -0.510904,   1.51756,  0.185363,  0.896309,  0.814107,  -1.21779, -0.998094,  0.508571,  0.299751,   1.71634, -0.464514, -0.123509, -0.372402,   1.15961,   1.12841, -0.0743107, -0.108495,  -1.10838, -0.249302, -0.916449, -0.820382,  0.616148, -0.556691, -0.427023,   1.65234,  -1.18754,   1.54894, -0.224482,   1.14701, -0.208304, -0.701198,  0.522811,  -2.02717,  -1.29573,  -1.99396,  0.517612,  0.939028,   2.18809, -0.679907,  0.159888, -0.426575,  -1.63923,   1.28947, -0.656268, -0.947025,   1.63885,  -1.82032,  0.300693,  -1.65593,  0.375044,  0.116104,  -2.68165, -0.956486, -0.517006, -0.631831, -0.523262,   1.92913, 0.0596042, 0.0278621,  -0.47875, -0.794877, -0.848524,  -1.28408, -0.0363841,  0.397226, -0.624574, -0.491884,  0.413366,  0.366242, -0.193567,  0.426381,  0.276139, -0.0438884,  -1.35174, -0.630047,  0.631833,  -1.34852, -0.493593,  -1.07502,  0.230557,  0.726844,  0.385388,   1.25003, 0.0280262,  0.528795,  0.720892,   0.87847, -0.803518,  0.122888,   1.03825,  0.595349,  0.540656,  0.387185, -0.179467,    1.2199,  -2.31027,   1.77943,   1.52019,  -1.17732, -0.828389, -0.626474, -0.186487, -0.422971, -0.640754,   2.01571,   1.50728, -0.165929,  0.688788,   0.25591, -0.0677806, -0.464348,   1.99013,  0.204235,  0.584023,  0.685875,  -1.17701,  -0.66758, -0.703249,  0.788053,  0.653226, -0.199542, -0.811376,  0.189143,  -1.46247,  -1.07706, -0.864164,  0.410759,  -1.57953,  0.249511,   1.42838, -0.217671, -0.859176,  0.297683,  0.619436, -0.833406,  0.282998, -0.939009,  0.406098,   2.21315,    0.5263,  -0.10072,  -1.32004,   1.81256, 0.0699913,   1.92199,   1.18762, 0.0468331,  0.650255,  -1.75048,   1.69706,  -1.75945, -0.255925, -0.621394,  -1.85199, -0.573893,   1.43565,  -0.41798,   1.76815,  -1.89215,   1.13498,    2.0339,   1.10847,  -1.26638,  0.574975,   1.59824,  0.568367, 0.00938117, -0.843542, -0.359359,  0.991358, -0.830727,   1.91375,  -1.82348,  0.322246,  -1.31385,  -1.29772,  0.931638, -0.351132,   0.48396,  -1.30995, -0.0128887,  0.292716, -0.0253202, -0.486069,  0.977157,   0.73062, -0.401228, -0.153995,   1.12093,  -1.29541,   1.27473, 0.00135792,   0.90237,   1.21948,  0.110896, -0.415036,     0.664,   1.84535,  0.540232,  -1.47351,  0.302797,   0.76646, -0.680185,  0.861058,  0.676193, -0.551909, -0.266923, -0.807925, 0.0639613,   1.58791, -0.531953,   1.09973, -0.481014,  -1.25839,  0.683778, -0.125912, 0.0629224, -0.032119, -0.843077,  0.425317,   1.05469, -0.253805, -0.904679,   2.77727,  -1.19396)
			, PCWRES = c(        0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0)
			, CdfPCWRES = c(        0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0)
			, CdfDV = c(        0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0)
			, ObsName = as.character(c("EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs", "EObs"))
			, WhichDose = c(        0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0)
			, WhichReset = c(        0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0,         0)
			) # end of residuals
		, "posthoc" = data.frame(
			  ID1 = as.character(c("", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", ""))
			, ID2 = as.character(c("", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", ""))
			, ID3 = as.character(c("", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", ""))
			, ID4 = as.character(c("Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study1", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2", "Study2"))
			, ID5 = as.character(c("1", "1", "1", "1", "1", "1", "1", "1", "1", "2", "2", "2", "2", "2", "2", "2", "2", "2", "3", "3", "3", "3", "3", "3", "3", "3", "3", "4", "4", "4", "4", "4", "4", "4", "4", "4", "5", "5", "5", "5", "5", "5", "5", "5", "5", "6", "6", "6", "6", "6", "6", "6", "6", "6", "7", "7", "7", "7", "7", "7", "7", "7", "7", "8", "8", "8", "8", "8", "8", "8", "8", "8", "9", "9", "9", "9", "9", "9", "9", "9", "9", "10", "10", "10", "10", "10", "10", "10", "10", "10", "11", "11", "11", "11", "11", "11", "11", "11", "11", "12", "12", "12", "12", "12", "12", "12", "12", "12", "13", "13", "13", "13", "13", "13", "13", "13", "13", "14", "14", "14", "14", "14", "14", "14", "14", "14", "15", "15", "15", "15", "15", "15", "15", "15", "15", "16", "16", "16", "16", "16", "16", "16", "16", "16", "17", "17", "17", "17", "17", "17", "17", "17", "17", "18", "18", "18", "18", "18", "18", "18", "18", "18", "19", "19", "19", "19", "19", "19", "19", "19", "19", "20", "20", "20", "20", "20", "20", "20", "20", "20", "21", "21", "21", "21", "21", "21", "21", "21", "21", "22", "22", "22", "22", "22", "22", "22", "22", "22", "23", "23", "23", "23", "23", "23", "23", "23", "23", "24", "24", "24", "24", "24", "24", "24", "24", "24", "25", "25", "25", "25", "25", "25", "25", "25", "25", "26", "26", "26", "26", "26", "26", "26", "26", "26", "27", "27", "27", "27", "27", "27", "27", "27", "27", "28", "28", "28", "28", "28", "28", "28", "28", "28", "29", "29", "29", "29", "29", "29", "29", "29", "29", "30", "30", "30", "30", "30", "30", "30", "30", "30", "31", "31", "31", "31", "31", "31", "31", "31", "31", "32", "32", "32", "32", "32", "32", "32", "32", "32", "33", "33", "33", "33", "33", "33", "33", "33", "33", "34", "34", "34", "34", "34", "34", "34", "34", "34", "35", "35", "35", "35", "35", "35", "35", "35", "35", "36", "36", "36", "36", "36", "36", "36", "36", "36", "37", "37", "37", "37", "37", "37", "37", "37", "37", "38", "38", "38", "38", "38", "38", "38", "38", "38", "39", "39", "39", "39", "39", "39", "39", "39", "39", "40", "40", "40", "40", "40", "40", "40", "40", "40", "41", "41", "41", "41", "41", "41", "41", "41", "41", "42", "42", "42", "42", "42", "42", "42", "42", "42", "43", "43", "43", "43", "43", "43", "43", "43", "43", "44", "44", "44", "44", "44", "44", "44", "44", "44", "45", "45", "45", "45", "45", "45", "45", "45", "45", "46", "46", "46", "46", "46", "46", "46", "46", "46", "47", "47", "47", "47", "47", "47", "47", "47", "47", "48", "48", "48", "48", "48", "48", "48", "48", "48", "49", "49", "49", "49", "49", "49", "49", "49", "49", "50", "50", "50", "50", "50", "50", "50", "50", "50", "51", "51", "51", "51", "51", "51", "51", "51", "51", "52", "52", "52", "52", "52", "52", "52", "52", "52", "53", "53", "53", "53", "53", "53", "53", "53", "53", "54", "54", "54", "54", "54", "54", "54", "54", "54", "55", "55", "55", "55", "55", "55", "55", "55", "55", "56", "56", "56", "56", "56", "56", "56", "56", "56", "57", "57", "57", "57", "57", "57", "57", "57", "57", "58", "58", "58", "58", "58", "58", "58", "58", "58", "59", "59", "59", "59", "59", "59", "59", "59", "59", "60", "60", "60", "60", "60", "60", "60", "60", "60", "1", "1", "1", "1", "1", "1", "1", "1", "1", "2", "2", "2", "2", "2", "2", "2", "2", "2", "3", "3", "3", "3", "3", "3", "3", "3", "3", "4", "4", "4", "4", "4", "4", "4", "4", "4", "5", "5", "5", "5", "5", "5", "5", "5", "5", "6", "6", "6", "6", "6", "6", "6", "6", "6", "7", "7", "7", "7", "7", "7", "7", "7", "7", "8", "8", "8", "8", "8", "8", "8", "8", "8", "9", "9", "9", "9", "9", "9", "9", "9", "9", "10", "10", "10", "10", "10", "10", "10", "10", "10", "11", "11", "11", "11", "11", "11", "11", "11", "11", "12", "12", "12", "12", "12", "12", "12", "12", "12", "13", "13", "13", "13", "13", "13", "13", "13", "13", "14", "14", "14", "14", "14", "14", "14", "14", "14", "15", "15", "15", "15", "15", "15", "15", "15", "15", "16", "16", "16", "16", "16", "16", "16", "16", "16", "17", "17", "17", "17", "17", "17", "17", "17", "17", "18", "18", "18", "18", "18", "18", "18", "18", "18", "19", "19", "19", "19", "19", "19", "19", "19", "19", "20", "20", "20", "20", "20", "20", "20", "20", "20", "21", "21", "21", "21", "21", "21", "21", "21", "21", "22", "22", "22", "22", "22", "22", "22", "22", "22", "23", "23", "23", "23", "23", "23", "23", "23", "23", "24", "24", "24", "24", "24", "24", "24", "24", "24", "25", "25", "25", "25", "25", "25", "25", "25", "25", "26", "26", "26", "26", "26", "26", "26", "26", "26", "27", "27", "27", "27", "27", "27", "27", "27", "27", "28", "28", "28", "28", "28", "28", "28", "28", "28", "29", "29", "29", "29", "29", "29", "29", "29", "29", "30", "30", "30", "30", "30", "30", "30", "30", "30", "31", "31", "31", "31", "31", "31", "31", "31", "31", "32", "32", "32", "32", "32", "32", "32", "32", "32", "33", "33", "33", "33", "33", "33", "33", "33", "33", "34", "34", "34", "34", "34", "34", "34", "34", "34", "35", "35", "35", "35", "35", "35", "35", "35", "35", "36", "36", "36", "36", "36", "36", "36", "36", "36", "37", "37", "37", "37", "37", "37", "37", "37", "37", "38", "38", "38", "38", "38", "38", "38", "38", "38", "39", "39", "39", "39", "39", "39", "39", "39", "39", "40", "40", "40", "40", "40", "40", "40", "40", "40", "41", "41", "41", "41", "41", "41", "41", "41", "41", "42", "42", "42", "42", "42", "42", "42", "42", "42", "43", "43", "43", "43", "43", "43", "43", "43", "43", "44", "44", "44", "44", "44", "44", "44", "44", "44", "45", "45", "45", "45", "45", "45", "45", "45", "45", "46", "46", "46", "46", "46", "46", "46", "46", "46", "47", "47", "47", "47", "47", "47", "47", "47", "47", "48", "48", "48", "48", "48", "48", "48", "48", "48", "49", "49", "49", "49", "49", "49", "49", "49", "49", "50", "50", "50", "50", "50", "50", "50", "50", "50", "51", "51", "51", "51", "51", "51", "51", "51", "51", "52", "52", "52", "52", "52", "52", "52", "52", "52", "53", "53", "53", "53", "53", "53", "53", "53", "53", "54", "54", "54", "54", "54", "54", "54", "54", "54", "55", "55", "55", "55", "55", "55", "55", "55", "55", "56", "56", "56", "56", "56", "56", "56", "56", "56", "57", "57", "57", "57", "57", "57", "57", "57", "57", "58", "58", "58", "58", "58", "58", "58", "58", "58", "59", "59", "59", "59", "59", "59", "59", "59", "59", "60", "60", "60", "60", "60", "60", "60", "60", "60"))
			, "C" = c(8.287752355, 12.94839825, 15.9574398, 12.58193413, 4.466660257, 1.361995581, 0.404103385, 0.119244067, 0.035147764, 52.15903189, 82.957835, 107.6877557, 99.79942525, 57.01904198, 30.51442252, 16.25554386, 8.65671884, 4.609932736, 667.2970058, 996.4965382, 1158.629129, 906.3603715, 407.607725, 177.3457787, 77.07401679, 33.49484911, 14.5561815, 5.400788535, 8.704660446, 11.47565911, 10.55321709, 5.39074591, 2.457802767, 1.10434688, 0.495209672, 0.221998915, 36.75173132, 57.87292594, 74.44233242, 70.16320089, 44.54094859, 27.14806106, 16.51842261, 10.04999445, 6.114510006, 381.059437, 636.2918707, 888.2933314, 870.4136088, 427.0208604, 161.5171487, 55.70212287, 18.4243586, 5.968597226, 6.203976513, 9.581428751, 11.56548817, 8.825214416, 3.013600089, 0.901149894, 0.264038663, 0.077100619, 0.022500747, 49.15688497, 75.16752833, 88.00624054, 60.66286857, 14.73706302, 2.762420558, 0.472435836, 0.07753435, 0.012467475, 671.147644, 948.9774183, 958.7362936, 509.6707704, 83.08297632, 11.721224, 1.613639949, 0.221133816, 0.030277947, 9.661929314, 14.38233359, 16.67084643, 13.09110733, 6.032446203, 2.700294296, 1.207681089, 0.54010974, 0.241552427, 101.380932, 130.3566419, 115.4092794, 56.42664779, 11.03528043, 2.131484971, 0.41163584, 0.079495624, 0.015352293, 454.4566786, 713.5737341, 899.7322964, 777.6882906, 376.368313, 168.682839, 75.11958966, 33.43443022, 14.88036345, 4.12081617, 6.742719885, 9.029541074, 8.108176926, 3.287769587, 1.007451057, 0.276441758, 0.07162516, 0.017938656, 57.97632959, 93.19132249, 122.8351045, 115.0282177, 63.97651481, 32.62404521, 16.49942523, 8.337590193, 4.21285102, 1365.719497, 1861.781595, 1841.613236, 1106.23223, 320.2221695, 91.28700039, 26.01735503, 7.41507812, 2.113334743, 6.185351705, 10.22707007, 14.081432, 13.73104239, 7.236666743, 3.197324364, 1.360111077, 0.57323809, 0.241035587, 42.632648, 65.05751928, 78.01201256, 62.40535464, 27.23502225, 11.2399097, 4.623393032, 1.901389169, 0.781944347, 597.6205851, 906.0466047, 1050.446071, 730.3835595, 199.3639163, 46.32742879, 10.4370654, 2.335706325, 0.521937174, 7.148431083, 10.98714112, 13.35253181, 10.93603527, 4.969151786, 2.129849929, 0.909584614, 0.38836172, 0.165814785, 139.3907833, 193.9846303, 192.5980909, 104.063436, 20.05614368, 3.609359976, 0.646281401, 0.115676551, 0.020704089, 983.4110769, 1512.342369, 1805.808939, 1336.64586, 418.2231184, 112.4046057, 29.39644737, 7.64603908, 1.986532969, 10.64851995, 15.27204571, 16.2472894, 10.37738691, 2.972014329, 0.812826634, 0.221808251, 0.060521479, 0.016513495, 89.05243641, 133.9689432, 153.2404759, 104.5038463, 28.096795, 6.548265822, 1.490139115, 0.337612718, 0.07642819, 736.2274983, 1185.062718, 1547.067408, 1358.383324, 583.6000619, 211.1681051, 73.72640234, 25.52466313, 8.818831003, 5.973181599, 9.378996804, 11.76081762, 9.861432403, 4.277662732, 1.676753418, 0.649778476, 0.251457629, 0.097295358, 104.8651895, 146.4656547, 148.6062771, 87.86184641, 22.2775444, 5.446032101, 1.329512161, 0.324549703, 0.079226272, 389.1709292, 634.3211119, 850.2664045, 791.1987074, 388.2443737, 162.6703708, 66.16047892, 26.74075616, 10.79357413, 2.697626052, 4.683232745, 7.111184031, 8.444142863, 6.627317732, 4.376286492, 2.78711187, 1.759818099, 1.108839374, 52.48663395, 81.85985366, 101.1692713, 82.10087224, 33.03048732, 11.94093658, 4.26180589, 1.518571926, 0.540984564, 853.2848432, 1248.850336, 1356.37417, 843.7679664, 195.3803707, 40.14619616, 8.116235003, 1.636929038, 0.330028614, 7.865807023, 11.27124392, 12.05775661, 7.967198752, 2.546497339, 0.786665654, 0.24272562, 0.07488974, 0.023106191, 72.70470335, 108.1975482, 123.8755741, 91.49374944, 34.93331866, 12.72489439, 4.624442716, 1.680403136, 0.610611483, 1245.517134, 1766.236789, 1801.143221, 988.2949307, 178.3194423, 28.57821921, 4.50753933, 0.70931121, 0.111579981, 3.399446061, 5.589083534, 7.696065227, 7.825054437, 5.064388655, 2.985298702, 1.7428601, 1.016436679, 0.592717781, 71.26789581, 106.9550624, 124.1832125, 93.48330576, 36.41027506, 13.44737541, 4.951716643, 1.823052407, 0.671178731, 819.1080751, 1205.173938, 1307.351821, 775.9639186, 141.3949625, 20.15383517, 2.649984303, 0.337145165, 0.042272232, 5.533457649, 9.422563741, 13.82789419, 15.60015675, 11.65261679, 7.625743037, 4.890691887, 3.126057553, 1.996993904, 70.57586362, 98.66010903, 96.62164435, 46.75701978, 5.67054174, 0.538707799, 0.047262835, 0.004015223, 0.000336344, 778.7040484, 1185.810695, 1406.370355, 1075.645807, 407.7261686, 143.146373, 49.93756126, 17.41141917, 6.070438676, 4.763545272, 8.012176274, 11.35825235, 11.51269807, 6.116842534, 2.541686203, 0.974117376, 0.361194475, 0.131978774, 132.1826296, 175.1897995, 164.0542395, 88.68679861, 20.90229342, 4.855474197, 1.127656185, 0.261890888, 0.06082247, 606.4763355, 982.7746306, 1304.920325, 1201.14531, 591.348844, 253.3000659, 106.0787837, 44.24643121, 18.44220447, 2.700355246, 4.556597768, 6.57216389, 7.185547003, 5.089325808, 3.178409463, 1.94930002, 1.192104094, 0.728709273, 50.13755566, 81.88043985, 109.7635694, 100.6738807, 45.72318694, 16.99546732, 6.006313454, 2.091338116, 0.724862162, 434.4453337, 692.4294564, 914.7731595, 916.7276725, 667.4831158, 468.5256611, 328.4139816, 230.1899924, 161.3430747, 6.822912495, 10.4915314, 12.48989589, 9.093485596, 2.660850073, 0.650391283, 0.152798226, 0.035541044, 0.008245509, 37.58557, 60.65050791, 79.15454285, 68.05702323, 26.10230488, 7.858251261, 2.188199891, 0.590664931, 0.157319591, 1044.082482, 1461.565267, 1491.365719, 895.0266035, 235.3039985, 59.74496983, 15.15053038, 3.841795775, 0.974181718, 4.869375812, 7.818266861, 10.1588606, 8.848359083, 3.75690328, 1.348285742, 0.46765648, 0.160947084, 0.0552896, 78.14962587, 118.3987275, 139.1811183, 105.0705459, 39.23032635, 13.63289285, 4.711313971, 1.627427107, 0.562141055, 361.9196121, 615.3916952, 895.7608992, 974.8262988, 636.9209866, 347.4402339, 182.1175295, 94.50293133, 48.9099418, 3.862257421, 6.52679221, 9.352989217, 9.740874264, 5.576956061, 2.55427492, 1.096722515, 0.460424698, 0.191695685, 118.1928013, 174.7237442, 193.1537195, 123.4299069, 29.42205957, 6.12176794, 1.246721615, 0.252961681, 0.051293034, 1320.024181, 1685.447893, 1515.123019, 819.1677746, 210.1594255, 53.65498609, 13.69811955, 3.497129921, 0.892817268, 5.90924789, 9.075756195, 10.70735241, 7.460403453, 1.819411761, 0.334850684, 0.055113707, 0.008554866, 0.001282123, 91.63911641, 138.1834427, 160.8668681, 118.9788607, 42.53669658, 14.13925129, 4.673077509, 1.543745651, 0.509954872, 867.2062938, 1026.525245, 746.1585262, 224.6002564, 14.54599244, 0.904556893, 0.056154094, 0.003485737, 0.000216375, 13.72453583, 20.76100078, 24.04983883, 16.92320779, 4.932651151, 1.262211584, 0.316740514, 0.079230003, 0.019808263, 56.61062528, 89.1603986, 114.3863782, 106.2368652, 64.31929819, 37.18473678, 21.44955169, 12.37153506, 7.135535464, 766.6898077, 1224.93885, 1565.422307, 1284.861839, 441.573387, 116.7768038, 28.1112789, 6.481857899, 1.462314278, 7.863960748, 12.42793935, 15.76877796, 13.48220369, 6.014075914, 2.409074225, 0.952557192, 0.376013809, 0.148395847, 51.11700456, 82.68826961, 110.7339647, 108.2232032, 67.33531523, 38.89553032, 22.33395053, 12.81782027, 7.356047571, 798.0989854, 1098.033026, 1071.390932, 569.4537698, 110.5134882, 20.33395135, 3.73013373, 0.684150076, 0.125479841, 8.205022221, 12.0111503, 13.03046785, 8.042015189, 1.803285906, 0.355010186, 0.068539984, 0.013190573, 0.002537198, 62.32784639, 98.83612654, 125.6421489, 105.9168106, 43.62711872, 15.60660537, 5.454874999, 1.898620735, 0.66032303, 610.5052834, 961.3493574, 1202.825295, 975.4261714, 363.8199021, 115.9412881, 35.87487145, 11.03229624, 3.388203922, 9.832950164, 15.42899235, 19.22200117, 15.61687284, 6.03627279, 2.041006422, 0.675972808, 0.223097071, 0.073586442, 36.5875656, 59.31195718, 80.70953512, 84.64757811, 65.82660795, 48.9919922, 36.38927225, 27.0259191, 20.07176836, 550.1682757, 800.6864368, 885.674895, 630.238179, 236.5331924, 86.06660266, 31.28582929, 11.3722587, 4.133760743, 7.707041196, 11.8316928, 14.46321648, 12.30680333, 6.363374201, 3.158453496, 1.5649648, 0.775356921, 0.384146891, 80.64311951, 119.2332055, 135.8240929, 101.8209281, 41.93255236, 16.69502254, 6.639099861, 2.640055762, 1.049823637, 1347.084352, 2036.363952, 2329.76728, 1532.675536, 338.4920465, 57.54508588, 8.907794101, 1.321093326, 0.19173484, 9.223200753, 13.79356443, 15.62318687, 10.52241144, 2.819525593, 0.664823498, 0.15384408, 0.035493836, 0.008184922, 43.0572826, 69.74748905, 92.94003093, 87.51740944, 47.16922356, 22.7770004, 10.85011732, 5.159301904, 2.452692229, 1102.970012, 1630.887091, 1834.490562, 1287.567909, 429.9258317, 135.4462892, 42.51885361, 13.34432204, 4.187985054, 7.02859075, 10.46533297, 12.25886036, 10.11898808, 5.382536554, 2.806613843, 1.462858676, 0.762462459, 0.39740606, 100.8893437, 142.1854352, 142.068751, 72.63543505, 10.37004449, 1.22497126, 0.138403667, 0.01545002, 0.001718848, 996.4439792, 1297.548481, 1100.818149, 397.1817737, 26.11834935, 1.305428885, 0.058745075, 0.002508592, 0.000104013, 4.850170261, 7.675581809, 9.854053298, 8.90062654, 4.79192613, 2.408565501, 1.204492445, 0.602116552, 0.300984428, 78.33995762, 111.3049274, 117.394031, 76.04872101, 23.70655915, 7.168558163, 2.165610964, 0.654207992, 0.19762907, 997.6576538, 1500.572197, 1769.19464, 1421.21978, 672.4811563, 307.670379, 140.5990436, 64.24820574, 29.35884735, 7.416099567, 10.6269234, 11.10400991, 6.477049999, 1.366418422, 0.261198781, 0.049393571, 0.009328772, 0.00176163, 73.08606586, 110.4587568, 126.3992552, 83.39756914, 18.70637348, 3.267445758, 0.5246427, 0.081302933, 0.012395719, 1070.971283, 1528.63234, 1694.189437, 1349.999611, 731.5118678, 393.4526153, 211.6116111, 113.8115587, 61.21153178, 4.730965854, 7.896378015, 11.04850914, 11.00785335, 5.839724578, 2.51023654, 1.019879587, 0.40701654, 0.161467593, 58.99872446, 98.1684906, 137.7412087, 142.7615573, 91.31881093, 51.67297376, 28.74181965, 15.94542447, 8.842700641, 548.5511678, 888.3032575, 1177.184796, 1077.004816, 520.3765381, 217.7137826, 88.90193565, 36.13903179, 14.67814472, 6.339586064, 9.412529122, 10.44346193, 6.596889859, 1.447291163, 0.264308512, 0.046312319, 0.008028461, 0.001387794, 37.36385411, 61.32433447, 83.24120509, 79.04148834, 39.75354693, 16.85279145, 6.896246647, 2.798713528, 1.133546501, 863.5018345, 1185.977726, 1122.365482, 509.3270513, 55.17876377, 4.765050288, 0.384835524, 0.030345049, 0.002371094, 3.897010605, 6.439837047, 8.870227836, 8.705337458, 4.734010675, 2.19164193, 0.983691277, 0.438578929, 0.195252632, 113.3587241, 151.1071887, 144.3771684, 83.09427828, 22.79542973, 6.18623891, 1.678627065, 0.455492456, 0.123597063, 600.8743779, 926.3340198, 1116.725052, 857.1209918, 303.3860674, 95.53820395, 29.62288156, 9.164654449, 2.834432811, 11.73630032, 16.04070418, 16.09668875, 10.19364262, 3.376196329, 1.105789341, 0.362128119, 0.11859093, 0.038836555, 56.9356622, 84.04713227, 96.01402652, 73.70506101, 32.79069125, 14.20408963, 6.14834756, 2.661304552, 1.151941695, 550.3891893, 866.3428817, 1094.100455, 937.7440301, 433.6327201, 183.1529277, 76.66244901, 32.05815109, 13.40449711, 4.365002318, 7.45129291, 10.87248439, 11.64157181, 6.826859941, 3.090527634, 1.277014903, 0.506521405, 0.196896336, 60.22453296, 98.08168135, 132.9819526, 132.689738, 85.24203893, 50.62274351, 29.86247302, 17.60539223, 10.37868434, 946.6915892, 1389.040962, 1566.55324, 1169.519339, 490.4274819, 200.0879419, 81.5700148, 33.25297675, 13.5559588, 5.048603858, 8.052195333, 10.25862749, 8.380470071, 2.869299759, 0.761122527, 0.184835577, 0.043188249, 0.009906619, 60.4883083, 92.36753722, 111.4658189, 91.78082752, 43.84524389, 20.02533232, 9.126805744, 4.159236404, 1.895423525, 853.4493233, 1310.891063, 1578.202999, 1234.142951, 479.818045, 171.241275, 60.62572468, 21.4467762, 7.586353521, 5.825813679, 8.70824388, 10.07866371, 7.655567061, 3.129655661, 1.225309446, 0.478792115, 0.187072079, 0.073091881, 51.14829505, 81.99368881, 105.3736269, 87.08364578, 29.82902619, 7.694056791, 1.771130971, 0.383724834, 0.080117441, 742.8384988, 1109.033472, 1286.511769, 996.2395382, 434.8220055, 183.1511676, 77.04384154, 32.40744085, 13.63172255, 5.858165563, 7.822739914, 8.079217969, 6.343026888, 3.658372983, 2.107494298, 1.214071401, 0.699394235, 0.402902413, 137.9745979, 190.9528322, 190.9935715, 111.0944349, 27.84635253, 6.766302558, 1.642486563, 0.39869256, 0.096777406, 939.9682958, 1402.726206, 1573.098975, 1017.106234, 235.2739023, 45.5571132, 8.487339414, 1.566161453, 0.288298784, 8.821502729, 13.07413094, 14.76007549, 10.40076608, 3.475501202, 1.092806454, 0.342260094, 0.10716535, 0.033554038, 82.68175219, 115.7173568, 123.6968837, 92.37792115, 44.28326578, 21.08631828, 10.0401971, 4.780612986, 2.276276078, 833.379195, 1214.124444, 1337.158914, 924.7601866, 316.6244293, 104.1374431, 34.19310657, 11.22635916, 3.685852615, 7.629689785, 12.1680256, 15.48185299, 12.55517091, 4.159742195, 1.043919322, 0.235117531, 0.050104696, 0.010340671, 61.06364657, 97.1451075, 123.6423806, 102.4313473, 38.21872507, 11.74783465, 3.445971766, 0.997625773, 0.28771599, 531.2259666, 858.8889934, 1133.440438, 1024.361229, 477.2352589, 190.8042348, 74.20226089, 28.69625723, 11.08501225, 3.195518742, 5.365933913, 7.588802626, 7.683182697, 4.127942695, 1.760846351, 0.700531912, 0.271644775, 0.104280994, 84.75761105, 126.6701641, 147.1401103, 114.0044288, 49.62441375, 20.82450876, 8.726704552, 3.656809884, 1.532334516, 377.1914044, 617.4990977, 831.1084891, 765.8873014, 347.0727423, 127.2484104, 44.0547533, 14.97427896, 5.058299806, 9.988512315, 15.06139838, 17.38966304, 12.2924312, 3.732323597, 1.01511594, 0.272352525, 0.072939278, 0.019529284, 83.42777652, 125.291224, 142.9324521, 97.23480638, 26.24153203, 6.177383228, 1.423000435, 0.326564921, 0.074893733, 559.2884442, 951.6714857, 1377.743698, 1443.899571, 793.2083022, 326.9561488, 119.8477058, 41.20323793, 13.60485384)
			, "Sex" = c(1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0)
			, "Race" = c(1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0)
			, "BW" = c(66.46359289, 66.46359289, 66.46359289, 66.46359289, 66.46359289, 66.46359289, 66.46359289, 66.46359289, 66.46359289, 78.48030907, 78.48030907, 78.48030907, 78.48030907, 78.48030907, 78.48030907, 78.48030907, 78.48030907, 78.48030907, 77.69423149, 77.69423149, 77.69423149, 77.69423149, 77.69423149, 77.69423149, 77.69423149, 77.69423149, 77.69423149, 71.93257496, 71.93257496, 71.93257496, 71.93257496, 71.93257496, 71.93257496, 71.93257496, 71.93257496, 71.93257496, 64.53180363, 64.53180363, 64.53180363, 64.53180363, 64.53180363, 64.53180363, 64.53180363, 64.53180363, 64.53180363, 64.6125214, 64.6125214, 64.6125214, 64.6125214, 64.6125214, 64.6125214, 64.6125214, 64.6125214, 64.6125214, 61.11396119, 61.11396119, 61.11396119, 61.11396119, 61.11396119, 61.11396119, 61.11396119, 61.11396119, 61.11396119, 59.70795363, 59.70795363, 59.70795363, 59.70795363, 59.70795363, 59.70795363, 59.70795363, 59.70795363, 59.70795363, 60.85011722, 60.85011722, 60.85011722, 60.85011722, 60.85011722, 60.85011722, 60.85011722, 60.85011722, 60.85011722, 53.95695427, 53.95695427, 53.95695427, 53.95695427, 53.95695427, 53.95695427, 53.95695427, 53.95695427, 53.95695427, 56.86035506, 56.86035506, 56.86035506, 56.86035506, 56.86035506, 56.86035506, 56.86035506, 56.86035506, 56.86035506, 61.41097189, 61.41097189, 61.41097189, 61.41097189, 61.41097189, 61.41097189, 61.41097189, 61.41097189, 61.41097189, 53.17596184, 53.17596184, 53.17596184, 53.17596184, 53.17596184, 53.17596184, 53.17596184, 53.17596184, 53.17596184, 57.49337463, 57.49337463, 57.49337463, 57.49337463, 57.49337463, 57.49337463, 57.49337463, 57.49337463, 57.49337463, 91.81924343, 91.81924343, 91.81924343, 91.81924343, 91.81924343, 91.81924343, 91.81924343, 91.81924343, 91.81924343, 80.83536247, 80.83536247, 80.83536247, 80.83536247, 80.83536247, 80.83536247, 80.83536247, 80.83536247, 80.83536247, 69.31124618, 69.31124618, 69.31124618, 69.31124618, 69.31124618, 69.31124618, 69.31124618, 69.31124618, 69.31124618, 57.83096592, 57.83096592, 57.83096592, 57.83096592, 57.83096592, 57.83096592, 57.83096592, 57.83096592, 57.83096592, 82.6069437, 82.6069437, 82.6069437, 82.6069437, 82.6069437, 82.6069437, 82.6069437, 82.6069437, 82.6069437, 56.9511924, 56.9511924, 56.9511924, 56.9511924, 56.9511924, 56.9511924, 56.9511924, 56.9511924, 56.9511924, 69.81969849, 69.81969849, 69.81969849, 69.81969849, 69.81969849, 69.81969849, 69.81969849, 69.81969849, 69.81969849, 74.3684094, 74.3684094, 74.3684094, 74.3684094, 74.3684094, 74.3684094, 74.3684094, 74.3684094, 74.3684094, 66.60491379, 66.60491379, 66.60491379, 66.60491379, 66.60491379, 66.60491379, 66.60491379, 66.60491379, 66.60491379, 50.31315378, 50.31315378, 50.31315378, 50.31315378, 50.31315378, 50.31315378, 50.31315378, 50.31315378, 50.31315378, 65.58816976, 65.58816976, 65.58816976, 65.58816976, 65.58816976, 65.58816976, 65.58816976, 65.58816976, 65.58816976, 59.26517654, 59.26517654, 59.26517654, 59.26517654, 59.26517654, 59.26517654, 59.26517654, 59.26517654, 59.26517654, 66.37514757, 66.37514757, 66.37514757, 66.37514757, 66.37514757, 66.37514757, 66.37514757, 66.37514757, 66.37514757, 53.49677844, 53.49677844, 53.49677844, 53.49677844, 53.49677844, 53.49677844, 53.49677844, 53.49677844, 53.49677844, 56.51238131, 56.51238131, 56.51238131, 56.51238131, 56.51238131, 56.51238131, 56.51238131, 56.51238131, 56.51238131, 71.35968974, 71.35968974, 71.35968974, 71.35968974, 71.35968974, 71.35968974, 71.35968974, 71.35968974, 71.35968974, 63.73724252, 63.73724252, 63.73724252, 63.73724252, 63.73724252, 63.73724252, 63.73724252, 63.73724252, 63.73724252, 86.78942294, 86.78942294, 86.78942294, 86.78942294, 86.78942294, 86.78942294, 86.78942294, 86.78942294, 86.78942294, 65.84475851, 65.84475851, 65.84475851, 65.84475851, 65.84475851, 65.84475851, 65.84475851, 65.84475851, 65.84475851, 66.51209026, 66.51209026, 66.51209026, 66.51209026, 66.51209026, 66.51209026, 66.51209026, 66.51209026, 66.51209026, 64.7286517, 64.7286517, 64.7286517, 64.7286517, 64.7286517, 64.7286517, 64.7286517, 64.7286517, 64.7286517, 53.19690195, 53.19690195, 53.19690195, 53.19690195, 53.19690195, 53.19690195, 53.19690195, 53.19690195, 53.19690195, 83.29024815, 83.29024815, 83.29024815, 83.29024815, 83.29024815, 83.29024815, 83.29024815, 83.29024815, 83.29024815, 79.09281709, 79.09281709, 79.09281709, 79.09281709, 79.09281709, 79.09281709, 79.09281709, 79.09281709, 79.09281709, 62.85922951, 62.85922951, 62.85922951, 62.85922951, 62.85922951, 62.85922951, 62.85922951, 62.85922951, 62.85922951, 60.12859903, 60.12859903, 60.12859903, 60.12859903, 60.12859903, 60.12859903, 60.12859903, 60.12859903, 60.12859903, 67.592399, 67.592399, 67.592399, 67.592399, 67.592399, 67.592399, 67.592399, 67.592399, 67.592399, 73.43620522, 73.43620522, 73.43620522, 73.43620522, 73.43620522, 73.43620522, 73.43620522, 73.43620522, 73.43620522, 61.90700289, 61.90700289, 61.90700289, 61.90700289, 61.90700289, 61.90700289, 61.90700289, 61.90700289, 61.90700289, 79.33942943, 79.33942943, 79.33942943, 79.33942943, 79.33942943, 79.33942943, 79.33942943, 79.33942943, 79.33942943, 65.97723309, 65.97723309, 65.97723309, 65.97723309, 65.97723309, 65.97723309, 65.97723309, 65.97723309, 65.97723309, 65.37131032, 65.37131032, 65.37131032, 65.37131032, 65.37131032, 65.37131032, 65.37131032, 65.37131032, 65.37131032, 75.37279272, 75.37279272, 75.37279272, 75.37279272, 75.37279272, 75.37279272, 75.37279272, 75.37279272, 75.37279272, 74.77725601, 74.77725601, 74.77725601, 74.77725601, 74.77725601, 74.77725601, 74.77725601, 74.77725601, 74.77725601, 77.32858546, 77.32858546, 77.32858546, 77.32858546, 77.32858546, 77.32858546, 77.32858546, 77.32858546, 77.32858546, 70.01448667, 70.01448667, 70.01448667, 70.01448667, 70.01448667, 70.01448667, 70.01448667, 70.01448667, 70.01448667, 59.44160853, 59.44160853, 59.44160853, 59.44160853, 59.44160853, 59.44160853, 59.44160853, 59.44160853, 59.44160853, 56.13805379, 56.13805379, 56.13805379, 56.13805379, 56.13805379, 56.13805379, 56.13805379, 56.13805379, 56.13805379, 58.51640172, 58.51640172, 58.51640172, 58.51640172, 58.51640172, 58.51640172, 58.51640172, 58.51640172, 58.51640172, 68.29900629, 68.29900629, 68.29900629, 68.29900629, 68.29900629, 68.29900629, 68.29900629, 68.29900629, 68.29900629, 64.87400905, 64.87400905, 64.87400905, 64.87400905, 64.87400905, 64.87400905, 64.87400905, 64.87400905, 64.87400905, 68.32513563, 68.32513563, 68.32513563, 68.32513563, 68.32513563, 68.32513563, 68.32513563, 68.32513563, 68.32513563, 63.64716343, 63.64716343, 63.64716343, 63.64716343, 63.64716343, 63.64716343, 63.64716343, 63.64716343, 63.64716343, 88.3449908, 88.3449908, 88.3449908, 88.3449908, 88.3449908, 88.3449908, 88.3449908, 88.3449908, 88.3449908, 58.92699605, 58.92699605, 58.92699605, 58.92699605, 58.92699605, 58.92699605, 58.92699605, 58.92699605, 58.92699605, 52.93812326, 52.93812326, 52.93812326, 52.93812326, 52.93812326, 52.93812326, 52.93812326, 52.93812326, 52.93812326, 73.48852491, 73.48852491, 73.48852491, 73.48852491, 73.48852491, 73.48852491, 73.48852491, 73.48852491, 73.48852491, 57.1391562, 57.1391562, 57.1391562, 57.1391562, 57.1391562, 57.1391562, 57.1391562, 57.1391562, 57.1391562, 56.87796601, 56.87796601, 56.87796601, 56.87796601, 56.87796601, 56.87796601, 56.87796601, 56.87796601, 56.87796601, 74.31938391, 74.31938391, 74.31938391, 74.31938391, 74.31938391, 74.31938391, 74.31938391, 74.31938391, 74.31938391, 59.35322555, 59.35322555, 59.35322555, 59.35322555, 59.35322555, 59.35322555, 59.35322555, 59.35322555, 59.35322555, 71.60218226, 71.60218226, 71.60218226, 71.60218226, 71.60218226, 71.60218226, 71.60218226, 71.60218226, 71.60218226, 58.95511495, 58.95511495, 58.95511495, 58.95511495, 58.95511495, 58.95511495, 58.95511495, 58.95511495, 58.95511495, 70.98723072, 70.98723072, 70.98723072, 70.98723072, 70.98723072, 70.98723072, 70.98723072, 70.98723072, 70.98723072, 58.65134562, 58.65134562, 58.65134562, 58.65134562, 58.65134562, 58.65134562, 58.65134562, 58.65134562, 58.65134562, 59.67912487, 59.67912487, 59.67912487, 59.67912487, 59.67912487, 59.67912487, 59.67912487, 59.67912487, 59.67912487, 82.96827191, 82.96827191, 82.96827191, 82.96827191, 82.96827191, 82.96827191, 82.96827191, 82.96827191, 82.96827191, 61.32332619, 61.32332619, 61.32332619, 61.32332619, 61.32332619, 61.32332619, 61.32332619, 61.32332619, 61.32332619, 79.99119834, 79.99119834, 79.99119834, 79.99119834, 79.99119834, 79.99119834, 79.99119834, 79.99119834, 79.99119834, 71.24730349, 71.24730349, 71.24730349, 71.24730349, 71.24730349, 71.24730349, 71.24730349, 71.24730349, 71.24730349, 73.22497565, 73.22497565, 73.22497565, 73.22497565, 73.22497565, 73.22497565, 73.22497565, 73.22497565, 73.22497565, 55.28669644, 55.28669644, 55.28669644, 55.28669644, 55.28669644, 55.28669644, 55.28669644, 55.28669644, 55.28669644, 63.08235033, 63.08235033, 63.08235033, 63.08235033, 63.08235033, 63.08235033, 63.08235033, 63.08235033, 63.08235033, 67.30790944, 67.30790944, 67.30790944, 67.30790944, 67.30790944, 67.30790944, 67.30790944, 67.30790944, 67.30790944, 47.90084956, 47.90084956, 47.90084956, 47.90084956, 47.90084956, 47.90084956, 47.90084956, 47.90084956, 47.90084956, 74.6485441, 74.6485441, 74.6485441, 74.6485441, 74.6485441, 74.6485441, 74.6485441, 74.6485441, 74.6485441, 69.39580161, 69.39580161, 69.39580161, 69.39580161, 69.39580161, 69.39580161, 69.39580161, 69.39580161, 69.39580161, 70.02769185, 70.02769185, 70.02769185, 70.02769185, 70.02769185, 70.02769185, 70.02769185, 70.02769185, 70.02769185, 71.06379003, 71.06379003, 71.06379003, 71.06379003, 71.06379003, 71.06379003, 71.06379003, 71.06379003, 71.06379003, 63.27040385, 63.27040385, 63.27040385, 63.27040385, 63.27040385, 63.27040385, 63.27040385, 63.27040385, 63.27040385, 71.23850337, 71.23850337, 71.23850337, 71.23850337, 71.23850337, 71.23850337, 71.23850337, 71.23850337, 71.23850337, 66.85867322, 66.85867322, 66.85867322, 66.85867322, 66.85867322, 66.85867322, 66.85867322, 66.85867322, 66.85867322, 70.79679727, 70.79679727, 70.79679727, 70.79679727, 70.79679727, 70.79679727, 70.79679727, 70.79679727, 70.79679727, 67.95074547, 67.95074547, 67.95074547, 67.95074547, 67.95074547, 67.95074547, 67.95074547, 67.95074547, 67.95074547, 66.22497287, 66.22497287, 66.22497287, 66.22497287, 66.22497287, 66.22497287, 66.22497287, 66.22497287, 66.22497287, 64.55877699, 64.55877699, 64.55877699, 64.55877699, 64.55877699, 64.55877699, 64.55877699, 64.55877699, 64.55877699, 58.99218007, 58.99218007, 58.99218007, 58.99218007, 58.99218007, 58.99218007, 58.99218007, 58.99218007, 58.99218007, 50.40375628, 50.40375628, 50.40375628, 50.40375628, 50.40375628, 50.40375628, 50.40375628, 50.40375628, 50.40375628, 82.22254778, 82.22254778, 82.22254778, 82.22254778, 82.22254778, 82.22254778, 82.22254778, 82.22254778, 82.22254778, 70.7936672, 70.7936672, 70.7936672, 70.7936672, 70.7936672, 70.7936672, 70.7936672, 70.7936672, 70.7936672, 78.59673328, 78.59673328, 78.59673328, 78.59673328, 78.59673328, 78.59673328, 78.59673328, 78.59673328, 78.59673328, 53.44514302, 53.44514302, 53.44514302, 53.44514302, 53.44514302, 53.44514302, 53.44514302, 53.44514302, 53.44514302, 55.17219604, 55.17219604, 55.17219604, 55.17219604, 55.17219604, 55.17219604, 55.17219604, 55.17219604, 55.17219604, 89.72131545, 89.72131545, 89.72131545, 89.72131545, 89.72131545, 89.72131545, 89.72131545, 89.72131545, 89.72131545, 54.72185605, 54.72185605, 54.72185605, 54.72185605, 54.72185605, 54.72185605, 54.72185605, 54.72185605, 54.72185605, 66.17781137, 66.17781137, 66.17781137, 66.17781137, 66.17781137, 66.17781137, 66.17781137, 66.17781137, 66.17781137, 72.42158275, 72.42158275, 72.42158275, 72.42158275, 72.42158275, 72.42158275, 72.42158275, 72.42158275, 72.42158275, 59.13458576, 59.13458576, 59.13458576, 59.13458576, 59.13458576, 59.13458576, 59.13458576, 59.13458576, 59.13458576, 59.06851417, 59.06851417, 59.06851417, 59.06851417, 59.06851417, 59.06851417, 59.06851417, 59.06851417, 59.06851417, 53.41754661, 53.41754661, 53.41754661, 53.41754661, 53.41754661, 53.41754661, 53.41754661, 53.41754661, 53.41754661, 73.11528703, 73.11528703, 73.11528703, 73.11528703, 73.11528703, 73.11528703, 73.11528703, 73.11528703, 73.11528703, 56.92645766, 56.92645766, 56.92645766, 56.92645766, 56.92645766, 56.92645766, 56.92645766, 56.92645766, 56.92645766, 45.05415116, 45.05415116, 45.05415116, 45.05415116, 45.05415116, 45.05415116, 45.05415116, 45.05415116, 45.05415116, 82.28168658, 82.28168658, 82.28168658, 82.28168658, 82.28168658, 82.28168658, 82.28168658, 82.28168658, 82.28168658, 79.31938924, 79.31938924, 79.31938924, 79.31938924, 79.31938924, 79.31938924, 79.31938924, 79.31938924, 79.31938924, 70.35450742, 70.35450742, 70.35450742, 70.35450742, 70.35450742, 70.35450742, 70.35450742, 70.35450742, 70.35450742, 64.1709171, 64.1709171, 64.1709171, 64.1709171, 64.1709171, 64.1709171, 64.1709171, 64.1709171, 64.1709171, 63.30846605, 63.30846605, 63.30846605, 63.30846605, 63.30846605, 63.30846605, 63.30846605, 63.30846605, 63.30846605, 79.24783825, 79.24783825, 79.24783825, 79.24783825, 79.24783825, 79.24783825, 79.24783825, 79.24783825, 79.24783825, 67.66421564, 67.66421564, 67.66421564, 67.66421564, 67.66421564, 67.66421564, 67.66421564, 67.66421564, 67.66421564, 66.49295617, 66.49295617, 66.49295617, 66.49295617, 66.49295617, 66.49295617, 66.49295617, 66.49295617, 66.49295617, 70.51840281, 70.51840281, 70.51840281, 70.51840281, 70.51840281, 70.51840281, 70.51840281, 70.51840281, 70.51840281, 59.32908996, 59.32908996, 59.32908996, 59.32908996, 59.32908996, 59.32908996, 59.32908996, 59.32908996, 59.32908996, 75.22711677, 75.22711677, 75.22711677, 75.22711677, 75.22711677, 75.22711677, 75.22711677, 75.22711677, 75.22711677, 56.27931847, 56.27931847, 56.27931847, 56.27931847, 56.27931847, 56.27931847, 56.27931847, 56.27931847, 56.27931847, 74.65425403, 74.65425403, 74.65425403, 74.65425403, 74.65425403, 74.65425403, 74.65425403, 74.65425403, 74.65425403)
			, "E0" = c(0.836860992393619, 0.836860992393619, 0.836860992393619, 0.836860992393619, 0.836860992393619, 0.836860992393619, 0.836860992393619, 0.836860992393619, 0.836860992393619, 1.24665404427201, 1.24665404427201, 1.24665404427201, 1.24665404427201, 1.24665404427201, 1.24665404427201, 1.24665404427201, 1.24665404427201, 1.24665404427201, 2.21962846614177, 2.21962846614177, 2.21962846614177, 2.21962846614177, 2.21962846614177, 2.21962846614177, 2.21962846614177, 2.21962846614177, 2.21962846614177, 1.43195014479986, 1.43195014479986, 1.43195014479986, 1.43195014479986, 1.43195014479986, 1.43195014479986, 1.43195014479986, 1.43195014479986, 1.43195014479986, 2.37689021056903, 2.37689021056903, 2.37689021056903, 2.37689021056903, 2.37689021056903, 2.37689021056903, 2.37689021056903, 2.37689021056903, 2.37689021056903, 4.1810144695349, 4.1810144695349, 4.1810144695349, 4.1810144695349, 4.1810144695349, 4.1810144695349, 4.1810144695349, 4.1810144695349, 4.1810144695349, 1.68993882927598, 1.68993882927598, 1.68993882927598, 1.68993882927598, 1.68993882927598, 1.68993882927598, 1.68993882927598, 1.68993882927598, 1.68993882927598, 2.83615519038335, 2.83615519038335, 2.83615519038335, 2.83615519038335, 2.83615519038335, 2.83615519038335, 2.83615519038335, 2.83615519038335, 2.83615519038335, 2.57729315716162, 2.57729315716162, 2.57729315716162, 2.57729315716162, 2.57729315716162, 2.57729315716162, 2.57729315716162, 2.57729315716162, 2.57729315716162, 1.57530891872062, 1.57530891872062, 1.57530891872062, 1.57530891872062, 1.57530891872062, 1.57530891872062, 1.57530891872062, 1.57530891872062, 1.57530891872062, 1.1686255914143, 1.1686255914143, 1.1686255914143, 1.1686255914143, 1.1686255914143, 1.1686255914143, 1.1686255914143, 1.1686255914143, 1.1686255914143, 1.53963114963722, 1.53963114963722, 1.53963114963722, 1.53963114963722, 1.53963114963722, 1.53963114963722, 1.53963114963722, 1.53963114963722, 1.53963114963722, 1.01117358125036, 1.01117358125036, 1.01117358125036, 1.01117358125036, 1.01117358125036, 1.01117358125036, 1.01117358125036, 1.01117358125036, 1.01117358125036, 2.25114087102843, 2.25114087102843, 2.25114087102843, 2.25114087102843, 2.25114087102843, 2.25114087102843, 2.25114087102843, 2.25114087102843, 2.25114087102843, 4.28165378061878, 4.28165378061878, 4.28165378061878, 4.28165378061878, 4.28165378061878, 4.28165378061878, 4.28165378061878, 4.28165378061878, 4.28165378061878, 3.40512777215669, 3.40512777215669, 3.40512777215669, 3.40512777215669, 3.40512777215669, 3.40512777215669, 3.40512777215669, 3.40512777215669, 3.40512777215669, 1.47199017078286, 1.47199017078286, 1.47199017078286, 1.47199017078286, 1.47199017078286, 1.47199017078286, 1.47199017078286, 1.47199017078286, 1.47199017078286, 2.23099688039397, 2.23099688039397, 2.23099688039397, 2.23099688039397, 2.23099688039397, 2.23099688039397, 2.23099688039397, 2.23099688039397, 2.23099688039397, 1.60205957117121, 1.60205957117121, 1.60205957117121, 1.60205957117121, 1.60205957117121, 1.60205957117121, 1.60205957117121, 1.60205957117121, 1.60205957117121, 1.05539804413375, 1.05539804413375, 1.05539804413375, 1.05539804413375, 1.05539804413375, 1.05539804413375, 1.05539804413375, 1.05539804413375, 1.05539804413375, 3.10754524734859, 3.10754524734859, 3.10754524734859, 3.10754524734859, 3.10754524734859, 3.10754524734859, 3.10754524734859, 3.10754524734859, 3.10754524734859, 1.47225672861119, 1.47225672861119, 1.47225672861119, 1.47225672861119, 1.47225672861119, 1.47225672861119, 1.47225672861119, 1.47225672861119, 1.47225672861119, 3.39600162801737, 3.39600162801737, 3.39600162801737, 3.39600162801737, 3.39600162801737, 3.39600162801737, 3.39600162801737, 3.39600162801737, 3.39600162801737, 2.28035198898439, 2.28035198898439, 2.28035198898439, 2.28035198898439, 2.28035198898439, 2.28035198898439, 2.28035198898439, 2.28035198898439, 2.28035198898439, 1.55352862819312, 1.55352862819312, 1.55352862819312, 1.55352862819312, 1.55352862819312, 1.55352862819312, 1.55352862819312, 1.55352862819312, 1.55352862819312, 1.31690189037851, 1.31690189037851, 1.31690189037851, 1.31690189037851, 1.31690189037851, 1.31690189037851, 1.31690189037851, 1.31690189037851, 1.31690189037851, 1.49382593977034, 1.49382593977034, 1.49382593977034, 1.49382593977034, 1.49382593977034, 1.49382593977034, 1.49382593977034, 1.49382593977034, 1.49382593977034, 3.20136554606951, 3.20136554606951, 3.20136554606951, 3.20136554606951, 3.20136554606951, 3.20136554606951, 3.20136554606951, 3.20136554606951, 3.20136554606951, 0.970758731217599, 0.970758731217599, 0.970758731217599, 0.970758731217599, 0.970758731217599, 0.970758731217599, 0.970758731217599, 0.970758731217599, 0.970758731217599, 0.799325388737316, 0.799325388737316, 0.799325388737316, 0.799325388737316, 0.799325388737316, 0.799325388737316, 0.799325388737316, 0.799325388737316, 0.799325388737316, 4.73801046969383, 4.73801046969383, 4.73801046969383, 4.73801046969383, 4.73801046969383, 4.73801046969383, 4.73801046969383, 4.73801046969383, 4.73801046969383, 5.48074869323897, 5.48074869323897, 5.48074869323897, 5.48074869323897, 5.48074869323897, 5.48074869323897, 5.48074869323897, 5.48074869323897, 5.48074869323897, 1.15792420913168, 1.15792420913168, 1.15792420913168, 1.15792420913168, 1.15792420913168, 1.15792420913168, 1.15792420913168, 1.15792420913168, 1.15792420913168, 0.84484695847654, 0.84484695847654, 0.84484695847654, 0.84484695847654, 0.84484695847654, 0.84484695847654, 0.84484695847654, 0.84484695847654, 0.84484695847654, 1.82672707712336, 1.82672707712336, 1.82672707712336, 1.82672707712336, 1.82672707712336, 1.82672707712336, 1.82672707712336, 1.82672707712336, 1.82672707712336, 2.1493386959516, 2.1493386959516, 2.1493386959516, 2.1493386959516, 2.1493386959516, 2.1493386959516, 2.1493386959516, 2.1493386959516, 2.1493386959516, 3.51275137178618, 3.51275137178618, 3.51275137178618, 3.51275137178618, 3.51275137178618, 3.51275137178618, 3.51275137178618, 3.51275137178618, 3.51275137178618, 3.15621452797512, 3.15621452797512, 3.15621452797512, 3.15621452797512, 3.15621452797512, 3.15621452797512, 3.15621452797512, 3.15621452797512, 3.15621452797512, 2.32005440870584, 2.32005440870584, 2.32005440870584, 2.32005440870584, 2.32005440870584, 2.32005440870584, 2.32005440870584, 2.32005440870584, 2.32005440870584, 3.1331746104444, 3.1331746104444, 3.1331746104444, 3.1331746104444, 3.1331746104444, 3.1331746104444, 3.1331746104444, 3.1331746104444, 3.1331746104444, 3.07480203290426, 3.07480203290426, 3.07480203290426, 3.07480203290426, 3.07480203290426, 3.07480203290426, 3.07480203290426, 3.07480203290426, 3.07480203290426, 4.19313903908325, 4.19313903908325, 4.19313903908325, 4.19313903908325, 4.19313903908325, 4.19313903908325, 4.19313903908325, 4.19313903908325, 4.19313903908325, 2.2378215173371, 2.2378215173371, 2.2378215173371, 2.2378215173371, 2.2378215173371, 2.2378215173371, 2.2378215173371, 2.2378215173371, 2.2378215173371, 3.44494035612161, 3.44494035612161, 3.44494035612161, 3.44494035612161, 3.44494035612161, 3.44494035612161, 3.44494035612161, 3.44494035612161, 3.44494035612161, 2.09036434948379, 2.09036434948379, 2.09036434948379, 2.09036434948379, 2.09036434948379, 2.09036434948379, 2.09036434948379, 2.09036434948379, 2.09036434948379, 3.09981082627287, 3.09981082627287, 3.09981082627287, 3.09981082627287, 3.09981082627287, 3.09981082627287, 3.09981082627287, 3.09981082627287, 3.09981082627287, 2.52107035602594, 2.52107035602594, 2.52107035602594, 2.52107035602594, 2.52107035602594, 2.52107035602594, 2.52107035602594, 2.52107035602594, 2.52107035602594, 2.31635175763286, 2.31635175763286, 2.31635175763286, 2.31635175763286, 2.31635175763286, 2.31635175763286, 2.31635175763286, 2.31635175763286, 2.31635175763286, 2.59080688430047, 2.59080688430047, 2.59080688430047, 2.59080688430047, 2.59080688430047, 2.59080688430047, 2.59080688430047, 2.59080688430047, 2.59080688430047, 0.906993473331269, 0.906993473331269, 0.906993473331269, 0.906993473331269, 0.906993473331269, 0.906993473331269, 0.906993473331269, 0.906993473331269, 0.906993473331269, 0.93991362901878, 0.93991362901878, 0.93991362901878, 0.93991362901878, 0.93991362901878, 0.93991362901878, 0.93991362901878, 0.93991362901878, 0.93991362901878, 4.63055892626187, 4.63055892626187, 4.63055892626187, 4.63055892626187, 4.63055892626187, 4.63055892626187, 4.63055892626187, 4.63055892626187, 4.63055892626187, 2.44533861850846, 2.44533861850846, 2.44533861850846, 2.44533861850846, 2.44533861850846, 2.44533861850846, 2.44533861850846, 2.44533861850846, 2.44533861850846, 1.87148145059777, 1.87148145059777, 1.87148145059777, 1.87148145059777, 1.87148145059777, 1.87148145059777, 1.87148145059777, 1.87148145059777, 1.87148145059777, 2.62505045897188, 2.62505045897188, 2.62505045897188, 2.62505045897188, 2.62505045897188, 2.62505045897188, 2.62505045897188, 2.62505045897188, 2.62505045897188, 3.33273611739575, 3.33273611739575, 3.33273611739575, 3.33273611739575, 3.33273611739575, 3.33273611739575, 3.33273611739575, 3.33273611739575, 3.33273611739575, 1.58285456124487, 1.58285456124487, 1.58285456124487, 1.58285456124487, 1.58285456124487, 1.58285456124487, 1.58285456124487, 1.58285456124487, 1.58285456124487, 3.34221289571018, 3.34221289571018, 3.34221289571018, 3.34221289571018, 3.34221289571018, 3.34221289571018, 3.34221289571018, 3.34221289571018, 3.34221289571018, 2.08071010515939, 2.08071010515939, 2.08071010515939, 2.08071010515939, 2.08071010515939, 2.08071010515939, 2.08071010515939, 2.08071010515939, 2.08071010515939, 1.32542002222175, 1.32542002222175, 1.32542002222175, 1.32542002222175, 1.32542002222175, 1.32542002222175, 1.32542002222175, 1.32542002222175, 1.32542002222175, 2.63673977750063, 2.63673977750063, 2.63673977750063, 2.63673977750063, 2.63673977750063, 2.63673977750063, 2.63673977750063, 2.63673977750063, 2.63673977750063, 3.10246734760306, 3.10246734760306, 3.10246734760306, 3.10246734760306, 3.10246734760306, 3.10246734760306, 3.10246734760306, 3.10246734760306, 3.10246734760306, 3.73831570040557, 3.73831570040557, 3.73831570040557, 3.73831570040557, 3.73831570040557, 3.73831570040557, 3.73831570040557, 3.73831570040557, 3.73831570040557, 1.89582500711301, 1.89582500711301, 1.89582500711301, 1.89582500711301, 1.89582500711301, 1.89582500711301, 1.89582500711301, 1.89582500711301, 1.89582500711301, 0.772722771435811, 0.772722771435811, 0.772722771435811, 0.772722771435811, 0.772722771435811, 0.772722771435811, 0.772722771435811, 0.772722771435811, 0.772722771435811, 0.946620774647263, 0.946620774647263, 0.946620774647263, 0.946620774647263, 0.946620774647263, 0.946620774647263, 0.946620774647263, 0.946620774647263, 0.946620774647263, 3.37101685554281, 3.37101685554281, 3.37101685554281, 3.37101685554281, 3.37101685554281, 3.37101685554281, 3.37101685554281, 3.37101685554281, 3.37101685554281, 4.57600243215195, 4.57600243215195, 4.57600243215195, 4.57600243215195, 4.57600243215195, 4.57600243215195, 4.57600243215195, 4.57600243215195, 4.57600243215195, 2.53314654859088, 2.53314654859088, 2.53314654859088, 2.53314654859088, 2.53314654859088, 2.53314654859088, 2.53314654859088, 2.53314654859088, 2.53314654859088, 2.38664068593506, 2.38664068593506, 2.38664068593506, 2.38664068593506, 2.38664068593506, 2.38664068593506, 2.38664068593506, 2.38664068593506, 2.38664068593506, 2.66012413112054, 2.66012413112054, 2.66012413112054, 2.66012413112054, 2.66012413112054, 2.66012413112054, 2.66012413112054, 2.66012413112054, 2.66012413112054, 2.05098774714005, 2.05098774714005, 2.05098774714005, 2.05098774714005, 2.05098774714005, 2.05098774714005, 2.05098774714005, 2.05098774714005, 2.05098774714005, 1.92061822225086, 1.92061822225086, 1.92061822225086, 1.92061822225086, 1.92061822225086, 1.92061822225086, 1.92061822225086, 1.92061822225086, 1.92061822225086, 1.90096962304452, 1.90096962304452, 1.90096962304452, 1.90096962304452, 1.90096962304452, 1.90096962304452, 1.90096962304452, 1.90096962304452, 1.90096962304452, 2.37141682822014, 2.37141682822014, 2.37141682822014, 2.37141682822014, 2.37141682822014, 2.37141682822014, 2.37141682822014, 2.37141682822014, 2.37141682822014, 2.33272905741802, 2.33272905741802, 2.33272905741802, 2.33272905741802, 2.33272905741802, 2.33272905741802, 2.33272905741802, 2.33272905741802, 2.33272905741802, 1.88644564995304, 1.88644564995304, 1.88644564995304, 1.88644564995304, 1.88644564995304, 1.88644564995304, 1.88644564995304, 1.88644564995304, 1.88644564995304, 2.42752045537222, 2.42752045537222, 2.42752045537222, 2.42752045537222, 2.42752045537222, 2.42752045537222, 2.42752045537222, 2.42752045537222, 2.42752045537222, 0.855482947644017, 0.855482947644017, 0.855482947644017, 0.855482947644017, 0.855482947644017, 0.855482947644017, 0.855482947644017, 0.855482947644017, 0.855482947644017, 4.23229187764838, 4.23229187764838, 4.23229187764838, 4.23229187764838, 4.23229187764838, 4.23229187764838, 4.23229187764838, 4.23229187764838, 4.23229187764838, 1.32161499422487, 1.32161499422487, 1.32161499422487, 1.32161499422487, 1.32161499422487, 1.32161499422487, 1.32161499422487, 1.32161499422487, 1.32161499422487, 2.02760926556583, 2.02760926556583, 2.02760926556583, 2.02760926556583, 2.02760926556583, 2.02760926556583, 2.02760926556583, 2.02760926556583, 2.02760926556583, 2.00969330384991, 2.00969330384991, 2.00969330384991, 2.00969330384991, 2.00969330384991, 2.00969330384991, 2.00969330384991, 2.00969330384991, 2.00969330384991, 1.13736628682878, 1.13736628682878, 1.13736628682878, 1.13736628682878, 1.13736628682878, 1.13736628682878, 1.13736628682878, 1.13736628682878, 1.13736628682878, 5.41141789990988, 5.41141789990988, 5.41141789990988, 5.41141789990988, 5.41141789990988, 5.41141789990988, 5.41141789990988, 5.41141789990988, 5.41141789990988, 3.01508711260085, 3.01508711260085, 3.01508711260085, 3.01508711260085, 3.01508711260085, 3.01508711260085, 3.01508711260085, 3.01508711260085, 3.01508711260085, 3.67182354092069, 3.67182354092069, 3.67182354092069, 3.67182354092069, 3.67182354092069, 3.67182354092069, 3.67182354092069, 3.67182354092069, 3.67182354092069, 1.29508811023506, 1.29508811023506, 1.29508811023506, 1.29508811023506, 1.29508811023506, 1.29508811023506, 1.29508811023506, 1.29508811023506, 1.29508811023506, 2.81633728774767, 2.81633728774767, 2.81633728774767, 2.81633728774767, 2.81633728774767, 2.81633728774767, 2.81633728774767, 2.81633728774767, 2.81633728774767, 3.68367986009589, 3.68367986009589, 3.68367986009589, 3.68367986009589, 3.68367986009589, 3.68367986009589, 3.68367986009589, 3.68367986009589, 3.68367986009589, 3.46800081158057, 3.46800081158057, 3.46800081158057, 3.46800081158057, 3.46800081158057, 3.46800081158057, 3.46800081158057, 3.46800081158057, 3.46800081158057, 1.22229239086332, 1.22229239086332, 1.22229239086332, 1.22229239086332, 1.22229239086332, 1.22229239086332, 1.22229239086332, 1.22229239086332, 1.22229239086332, 1.60713206262303, 1.60713206262303, 1.60713206262303, 1.60713206262303, 1.60713206262303, 1.60713206262303, 1.60713206262303, 1.60713206262303, 1.60713206262303, 1.44449914451674, 1.44449914451674, 1.44449914451674, 1.44449914451674, 1.44449914451674, 1.44449914451674, 1.44449914451674, 1.44449914451674, 1.44449914451674, 1.21633776184651, 1.21633776184651, 1.21633776184651, 1.21633776184651, 1.21633776184651, 1.21633776184651, 1.21633776184651, 1.21633776184651, 1.21633776184651, 1.20101995695344, 1.20101995695344, 1.20101995695344, 1.20101995695344, 1.20101995695344, 1.20101995695344, 1.20101995695344, 1.20101995695344, 1.20101995695344, 2.00587639233007, 2.00587639233007, 2.00587639233007, 2.00587639233007, 2.00587639233007, 2.00587639233007, 2.00587639233007, 2.00587639233007, 2.00587639233007, 1.7274724765569, 1.7274724765569, 1.7274724765569, 1.7274724765569, 1.7274724765569, 1.7274724765569, 1.7274724765569, 1.7274724765569, 1.7274724765569, 0.82434988594105, 0.82434988594105, 0.82434988594105, 0.82434988594105, 0.82434988594105, 0.82434988594105, 0.82434988594105, 0.82434988594105, 0.82434988594105, 2.1032531399228, 2.1032531399228, 2.1032531399228, 2.1032531399228, 2.1032531399228, 2.1032531399228, 2.1032531399228, 2.1032531399228, 2.1032531399228, 1.96638477434297, 1.96638477434297, 1.96638477434297, 1.96638477434297, 1.96638477434297, 1.96638477434297, 1.96638477434297, 1.96638477434297, 1.96638477434297, 2.0596928431018, 2.0596928431018, 2.0596928431018, 2.0596928431018, 2.0596928431018, 2.0596928431018, 2.0596928431018, 2.0596928431018, 2.0596928431018, 1.33475740347123, 1.33475740347123, 1.33475740347123, 1.33475740347123, 1.33475740347123, 1.33475740347123, 1.33475740347123, 1.33475740347123, 1.33475740347123, 0.994345281678695, 0.994345281678695, 0.994345281678695, 0.994345281678695, 0.994345281678695, 0.994345281678695, 0.994345281678695, 0.994345281678695, 0.994345281678695, 4.30522700523292, 4.30522700523292, 4.30522700523292, 4.30522700523292, 4.30522700523292, 4.30522700523292, 4.30522700523292, 4.30522700523292, 4.30522700523292, 3.37586871434939, 3.37586871434939, 3.37586871434939, 3.37586871434939, 3.37586871434939, 3.37586871434939, 3.37586871434939, 3.37586871434939, 3.37586871434939, 0.900281770932185, 0.900281770932185, 0.900281770932185, 0.900281770932185, 0.900281770932185, 0.900281770932185, 0.900281770932185, 0.900281770932185, 0.900281770932185, 2.05967769198394, 2.05967769198394, 2.05967769198394, 2.05967769198394, 2.05967769198394, 2.05967769198394, 2.05967769198394, 2.05967769198394, 2.05967769198394, 1.43844979422741, 1.43844979422741, 1.43844979422741, 1.43844979422741, 1.43844979422741, 1.43844979422741, 1.43844979422741, 1.43844979422741, 1.43844979422741, 3.32006776151433, 3.32006776151433, 3.32006776151433, 3.32006776151433, 3.32006776151433, 3.32006776151433, 3.32006776151433, 3.32006776151433, 3.32006776151433, 1.65769667942703, 1.65769667942703, 1.65769667942703, 1.65769667942703, 1.65769667942703, 1.65769667942703, 1.65769667942703, 1.65769667942703, 1.65769667942703, 2.58069997547195, 2.58069997547195, 2.58069997547195, 2.58069997547195, 2.58069997547195, 2.58069997547195, 2.58069997547195, 2.58069997547195, 2.58069997547195, 1.18996213347066, 1.18996213347066, 1.18996213347066, 1.18996213347066, 1.18996213347066, 1.18996213347066, 1.18996213347066, 1.18996213347066, 1.18996213347066, 2.45401560977474, 2.45401560977474, 2.45401560977474, 2.45401560977474, 2.45401560977474, 2.45401560977474, 2.45401560977474, 2.45401560977474, 2.45401560977474, 2.16303385906405, 2.16303385906405, 2.16303385906405, 2.16303385906405, 2.16303385906405, 2.16303385906405, 2.16303385906405, 2.16303385906405, 2.16303385906405, 1.66611403100522, 1.66611403100522, 1.66611403100522, 1.66611403100522, 1.66611403100522, 1.66611403100522, 1.66611403100522, 1.66611403100522, 1.66611403100522, 1.27561792563779, 1.27561792563779, 1.27561792563779, 1.27561792563779, 1.27561792563779, 1.27561792563779, 1.27561792563779, 1.27561792563779, 1.27561792563779, 1.8154328185246, 1.8154328185246, 1.8154328185246, 1.8154328185246, 1.8154328185246, 1.8154328185246, 1.8154328185246, 1.8154328185246, 1.8154328185246, 1.09968283899989, 1.09968283899989, 1.09968283899989, 1.09968283899989, 1.09968283899989, 1.09968283899989, 1.09968283899989, 1.09968283899989, 1.09968283899989, 3.54854787662837, 3.54854787662837, 3.54854787662837, 3.54854787662837, 3.54854787662837, 3.54854787662837, 3.54854787662837, 3.54854787662837, 3.54854787662837)
			, "Emax" = c(0.852548427943404, 0.852548427943404, 0.852548427943404, 0.852548427943404, 0.852548427943404, 0.852548427943404, 0.852548427943404, 0.852548427943404, 0.852548427943404, 0.646642575989263, 0.646642575989263, 0.646642575989263, 0.646642575989263, 0.646642575989263, 0.646642575989263, 0.646642575989263, 0.646642575989263, 0.646642575989263, 0.969981002448302, 0.969981002448302, 0.969981002448302, 0.969981002448302, 0.969981002448302, 0.969981002448302, 0.969981002448302, 0.969981002448302, 0.969981002448302, 0.753293410344114, 0.753293410344114, 0.753293410344114, 0.753293410344114, 0.753293410344114, 0.753293410344114, 0.753293410344114, 0.753293410344114, 0.753293410344114, 1.02276192390534, 1.02276192390534, 1.02276192390534, 1.02276192390534, 1.02276192390534, 1.02276192390534, 1.02276192390534, 1.02276192390534, 1.02276192390534, 0.997935477246793, 0.997935477246793, 0.997935477246793, 0.997935477246793, 0.997935477246793, 0.997935477246793, 0.997935477246793, 0.997935477246793, 0.997935477246793, 0.776967738408145, 0.776967738408145, 0.776967738408145, 0.776967738408145, 0.776967738408145, 0.776967738408145, 0.776967738408145, 0.776967738408145, 0.776967738408145, 1.03485873846644, 1.03485873846644, 1.03485873846644, 1.03485873846644, 1.03485873846644, 1.03485873846644, 1.03485873846644, 1.03485873846644, 1.03485873846644, 1.16108613979996, 1.16108613979996, 1.16108613979996, 1.16108613979996, 1.16108613979996, 1.16108613979996, 1.16108613979996, 1.16108613979996, 1.16108613979996, 0.748020365019324, 0.748020365019324, 0.748020365019324, 0.748020365019324, 0.748020365019324, 0.748020365019324, 0.748020365019324, 0.748020365019324, 0.748020365019324, 1.08455732693754, 1.08455732693754, 1.08455732693754, 1.08455732693754, 1.08455732693754, 1.08455732693754, 1.08455732693754, 1.08455732693754, 1.08455732693754, 0.772819024931044, 0.772819024931044, 0.772819024931044, 0.772819024931044, 0.772819024931044, 0.772819024931044, 0.772819024931044, 0.772819024931044, 0.772819024931044, 0.803869055230589, 0.803869055230589, 0.803869055230589, 0.803869055230589, 0.803869055230589, 0.803869055230589, 0.803869055230589, 0.803869055230589, 0.803869055230589, 0.696615235015057, 0.696615235015057, 0.696615235015057, 0.696615235015057, 0.696615235015057, 0.696615235015057, 0.696615235015057, 0.696615235015057, 0.696615235015057, 1.06757105873782, 1.06757105873782, 1.06757105873782, 1.06757105873782, 1.06757105873782, 1.06757105873782, 1.06757105873782, 1.06757105873782, 1.06757105873782, 0.981599034016376, 0.981599034016376, 0.981599034016376, 0.981599034016376, 0.981599034016376, 0.981599034016376, 0.981599034016376, 0.981599034016376, 0.981599034016376, 0.850480055359242, 0.850480055359242, 0.850480055359242, 0.850480055359242, 0.850480055359242, 0.850480055359242, 0.850480055359242, 0.850480055359242, 0.850480055359242, 1.14422579508509, 1.14422579508509, 1.14422579508509, 1.14422579508509, 1.14422579508509, 1.14422579508509, 1.14422579508509, 1.14422579508509, 1.14422579508509, 0.755622850867547, 0.755622850867547, 0.755622850867547, 0.755622850867547, 0.755622850867547, 0.755622850867547, 0.755622850867547, 0.755622850867547, 0.755622850867547, 0.909387026161617, 0.909387026161617, 0.909387026161617, 0.909387026161617, 0.909387026161617, 0.909387026161617, 0.909387026161617, 0.909387026161617, 0.909387026161617, 0.850433540166462, 0.850433540166462, 0.850433540166462, 0.850433540166462, 0.850433540166462, 0.850433540166462, 0.850433540166462, 0.850433540166462, 0.850433540166462, 0.742045089090916, 0.742045089090916, 0.742045089090916, 0.742045089090916, 0.742045089090916, 0.742045089090916, 0.742045089090916, 0.742045089090916, 0.742045089090916, 0.955013793722617, 0.955013793722617, 0.955013793722617, 0.955013793722617, 0.955013793722617, 0.955013793722617, 0.955013793722617, 0.955013793722617, 0.955013793722617, 1.02954664871783, 1.02954664871783, 1.02954664871783, 1.02954664871783, 1.02954664871783, 1.02954664871783, 1.02954664871783, 1.02954664871783, 1.02954664871783, 0.786450809108441, 0.786450809108441, 0.786450809108441, 0.786450809108441, 0.786450809108441, 0.786450809108441, 0.786450809108441, 0.786450809108441, 0.786450809108441, 0.804242623271689, 0.804242623271689, 0.804242623271689, 0.804242623271689, 0.804242623271689, 0.804242623271689, 0.804242623271689, 0.804242623271689, 0.804242623271689, 0.800984671464801, 0.800984671464801, 0.800984671464801, 0.800984671464801, 0.800984671464801, 0.800984671464801, 0.800984671464801, 0.800984671464801, 0.800984671464801, 0.993604611221853, 0.993604611221853, 0.993604611221853, 0.993604611221853, 0.993604611221853, 0.993604611221853, 0.993604611221853, 0.993604611221853, 0.993604611221853, 0.864786472309602, 0.864786472309602, 0.864786472309602, 0.864786472309602, 0.864786472309602, 0.864786472309602, 0.864786472309602, 0.864786472309602, 0.864786472309602, 0.626623380330592, 0.626623380330592, 0.626623380330592, 0.626623380330592, 0.626623380330592, 0.626623380330592, 0.626623380330592, 0.626623380330592, 0.626623380330592, 0.982145412993877, 0.982145412993877, 0.982145412993877, 0.982145412993877, 0.982145412993877, 0.982145412993877, 0.982145412993877, 0.982145412993877, 0.982145412993877, 1.05999066883265, 1.05999066883265, 1.05999066883265, 1.05999066883265, 1.05999066883265, 1.05999066883265, 1.05999066883265, 1.05999066883265, 1.05999066883265, 0.57032063781938, 0.57032063781938, 0.57032063781938, 0.57032063781938, 0.57032063781938, 0.57032063781938, 0.57032063781938, 0.57032063781938, 0.57032063781938, 0.790138487459638, 0.790138487459638, 0.790138487459638, 0.790138487459638, 0.790138487459638, 0.790138487459638, 0.790138487459638, 0.790138487459638, 0.790138487459638, 1.27991483474711, 1.27991483474711, 1.27991483474711, 1.27991483474711, 1.27991483474711, 1.27991483474711, 1.27991483474711, 1.27991483474711, 1.27991483474711, 1.21936575552515, 1.21936575552515, 1.21936575552515, 1.21936575552515, 1.21936575552515, 1.21936575552515, 1.21936575552515, 1.21936575552515, 1.21936575552515, 0.998452426953096, 0.998452426953096, 0.998452426953096, 0.998452426953096, 0.998452426953096, 0.998452426953096, 0.998452426953096, 0.998452426953096, 0.998452426953096, 1.02893816829872, 1.02893816829872, 1.02893816829872, 1.02893816829872, 1.02893816829872, 1.02893816829872, 1.02893816829872, 1.02893816829872, 1.02893816829872, 0.865579246963436, 0.865579246963436, 0.865579246963436, 0.865579246963436, 0.865579246963436, 0.865579246963436, 0.865579246963436, 0.865579246963436, 0.865579246963436, 0.971515835884384, 0.971515835884384, 0.971515835884384, 0.971515835884384, 0.971515835884384, 0.971515835884384, 0.971515835884384, 0.971515835884384, 0.971515835884384, 0.888707496004432, 0.888707496004432, 0.888707496004432, 0.888707496004432, 0.888707496004432, 0.888707496004432, 0.888707496004432, 0.888707496004432, 0.888707496004432, 0.965567857612688, 0.965567857612688, 0.965567857612688, 0.965567857612688, 0.965567857612688, 0.965567857612688, 0.965567857612688, 0.965567857612688, 0.965567857612688, 0.977575340467991, 0.977575340467991, 0.977575340467991, 0.977575340467991, 0.977575340467991, 0.977575340467991, 0.977575340467991, 0.977575340467991, 0.977575340467991, 0.915190255653799, 0.915190255653799, 0.915190255653799, 0.915190255653799, 0.915190255653799, 0.915190255653799, 0.915190255653799, 0.915190255653799, 0.915190255653799, 0.878895054416195, 0.878895054416195, 0.878895054416195, 0.878895054416195, 0.878895054416195, 0.878895054416195, 0.878895054416195, 0.878895054416195, 0.878895054416195, 0.982036948391175, 0.982036948391175, 0.982036948391175, 0.982036948391175, 0.982036948391175, 0.982036948391175, 0.982036948391175, 0.982036948391175, 0.982036948391175, 0.938620298629714, 0.938620298629714, 0.938620298629714, 0.938620298629714, 0.938620298629714, 0.938620298629714, 0.938620298629714, 0.938620298629714, 0.938620298629714, 0.708806280004846, 0.708806280004846, 0.708806280004846, 0.708806280004846, 0.708806280004846, 0.708806280004846, 0.708806280004846, 0.708806280004846, 0.708806280004846, 1.00569787840499, 1.00569787840499, 1.00569787840499, 1.00569787840499, 1.00569787840499, 1.00569787840499, 1.00569787840499, 1.00569787840499, 1.00569787840499, 1.29908425405375, 1.29908425405375, 1.29908425405375, 1.29908425405375, 1.29908425405375, 1.29908425405375, 1.29908425405375, 1.29908425405375, 1.29908425405375, 0.775003800667629, 0.775003800667629, 0.775003800667629, 0.775003800667629, 0.775003800667629, 0.775003800667629, 0.775003800667629, 0.775003800667629, 0.775003800667629, 0.991904739785885, 0.991904739785885, 0.991904739785885, 0.991904739785885, 0.991904739785885, 0.991904739785885, 0.991904739785885, 0.991904739785885, 0.991904739785885, 1.2548926497414, 1.2548926497414, 1.2548926497414, 1.2548926497414, 1.2548926497414, 1.2548926497414, 1.2548926497414, 1.2548926497414, 1.2548926497414, 0.860267671045005, 0.860267671045005, 0.860267671045005, 0.860267671045005, 0.860267671045005, 0.860267671045005, 0.860267671045005, 0.860267671045005, 0.860267671045005, 0.998194258470241, 0.998194258470241, 0.998194258470241, 0.998194258470241, 0.998194258470241, 0.998194258470241, 0.998194258470241, 0.998194258470241, 0.998194258470241, 0.897274369333447, 0.897274369333447, 0.897274369333447, 0.897274369333447, 0.897274369333447, 0.897274369333447, 0.897274369333447, 0.897274369333447, 0.897274369333447, 0.989479018464579, 0.989479018464579, 0.989479018464579, 0.989479018464579, 0.989479018464579, 0.989479018464579, 0.989479018464579, 0.989479018464579, 0.989479018464579, 0.827851374229467, 0.827851374229467, 0.827851374229467, 0.827851374229467, 0.827851374229467, 0.827851374229467, 0.827851374229467, 0.827851374229467, 0.827851374229467, 0.96840555857376, 0.96840555857376, 0.96840555857376, 0.96840555857376, 0.96840555857376, 0.96840555857376, 0.96840555857376, 0.96840555857376, 0.96840555857376, 1.11228519233984, 1.11228519233984, 1.11228519233984, 1.11228519233984, 1.11228519233984, 1.11228519233984, 1.11228519233984, 1.11228519233984, 1.11228519233984, 1.01010089109219, 1.01010089109219, 1.01010089109219, 1.01010089109219, 1.01010089109219, 1.01010089109219, 1.01010089109219, 1.01010089109219, 1.01010089109219, 0.941185540418073, 0.941185540418073, 0.941185540418073, 0.941185540418073, 0.941185540418073, 0.941185540418073, 0.941185540418073, 0.941185540418073, 0.941185540418073, 1.09675112249991, 1.09675112249991, 1.09675112249991, 1.09675112249991, 1.09675112249991, 1.09675112249991, 1.09675112249991, 1.09675112249991, 1.09675112249991, 0.840388499341719, 0.840388499341719, 0.840388499341719, 0.840388499341719, 0.840388499341719, 0.840388499341719, 0.840388499341719, 0.840388499341719, 0.840388499341719, 0.709891540161189, 0.709891540161189, 0.709891540161189, 0.709891540161189, 0.709891540161189, 0.709891540161189, 0.709891540161189, 0.709891540161189, 0.709891540161189, 0.763135678569842, 0.763135678569842, 0.763135678569842, 0.763135678569842, 0.763135678569842, 0.763135678569842, 0.763135678569842, 0.763135678569842, 0.763135678569842, 0.780819178528563, 0.780819178528563, 0.780819178528563, 0.780819178528563, 0.780819178528563, 0.780819178528563, 0.780819178528563, 0.780819178528563, 0.780819178528563, 1.01708107220051, 1.01708107220051, 1.01708107220051, 1.01708107220051, 1.01708107220051, 1.01708107220051, 1.01708107220051, 1.01708107220051, 1.01708107220051, 1.14806940498258, 1.14806940498258, 1.14806940498258, 1.14806940498258, 1.14806940498258, 1.14806940498258, 1.14806940498258, 1.14806940498258, 1.14806940498258, 0.997378851222743, 0.997378851222743, 0.997378851222743, 0.997378851222743, 0.997378851222743, 0.997378851222743, 0.997378851222743, 0.997378851222743, 0.997378851222743, 1.00822446332777, 1.00822446332777, 1.00822446332777, 1.00822446332777, 1.00822446332777, 1.00822446332777, 1.00822446332777, 1.00822446332777, 1.00822446332777, 0.74157784510561, 0.74157784510561, 0.74157784510561, 0.74157784510561, 0.74157784510561, 0.74157784510561, 0.74157784510561, 0.74157784510561, 0.74157784510561, 0.778075005113778, 0.778075005113778, 0.778075005113778, 0.778075005113778, 0.778075005113778, 0.778075005113778, 0.778075005113778, 0.778075005113778, 0.778075005113778, 1.02934771569459, 1.02934771569459, 1.02934771569459, 1.02934771569459, 1.02934771569459, 1.02934771569459, 1.02934771569459, 1.02934771569459, 1.02934771569459, 0.993674777998991, 0.993674777998991, 0.993674777998991, 0.993674777998991, 0.993674777998991, 0.993674777998991, 0.993674777998991, 0.993674777998991, 0.993674777998991, 0.994627827783296, 0.994627827783296, 0.994627827783296, 0.994627827783296, 0.994627827783296, 0.994627827783296, 0.994627827783296, 0.994627827783296, 0.994627827783296, 0.703437660724643, 0.703437660724643, 0.703437660724643, 0.703437660724643, 0.703437660724643, 0.703437660724643, 0.703437660724643, 0.703437660724643, 0.703437660724643, 0.852190932034901, 0.852190932034901, 0.852190932034901, 0.852190932034901, 0.852190932034901, 0.852190932034901, 0.852190932034901, 0.852190932034901, 0.852190932034901, 1.02180303068842, 1.02180303068842, 1.02180303068842, 1.02180303068842, 1.02180303068842, 1.02180303068842, 1.02180303068842, 1.02180303068842, 1.02180303068842, 1.03426846773237, 1.03426846773237, 1.03426846773237, 1.03426846773237, 1.03426846773237, 1.03426846773237, 1.03426846773237, 1.03426846773237, 1.03426846773237, 1.07371519841398, 1.07371519841398, 1.07371519841398, 1.07371519841398, 1.07371519841398, 1.07371519841398, 1.07371519841398, 1.07371519841398, 1.07371519841398, 0.796218981251212, 0.796218981251212, 0.796218981251212, 0.796218981251212, 0.796218981251212, 0.796218981251212, 0.796218981251212, 0.796218981251212, 0.796218981251212, 0.921558140382141, 0.921558140382141, 0.921558140382141, 0.921558140382141, 0.921558140382141, 0.921558140382141, 0.921558140382141, 0.921558140382141, 0.921558140382141, 0.874127690568346, 0.874127690568346, 0.874127690568346, 0.874127690568346, 0.874127690568346, 0.874127690568346, 0.874127690568346, 0.874127690568346, 0.874127690568346, 1.01013993487083, 1.01013993487083, 1.01013993487083, 1.01013993487083, 1.01013993487083, 1.01013993487083, 1.01013993487083, 1.01013993487083, 1.01013993487083, 0.965429552867822, 0.965429552867822, 0.965429552867822, 0.965429552867822, 0.965429552867822, 0.965429552867822, 0.965429552867822, 0.965429552867822, 0.965429552867822, 0.891484686609501, 0.891484686609501, 0.891484686609501, 0.891484686609501, 0.891484686609501, 0.891484686609501, 0.891484686609501, 0.891484686609501, 0.891484686609501, 0.941268940677056, 0.941268940677056, 0.941268940677056, 0.941268940677056, 0.941268940677056, 0.941268940677056, 0.941268940677056, 0.941268940677056, 0.941268940677056, 1.13050064857815, 1.13050064857815, 1.13050064857815, 1.13050064857815, 1.13050064857815, 1.13050064857815, 1.13050064857815, 1.13050064857815, 1.13050064857815, 0.905739338485408, 0.905739338485408, 0.905739338485408, 0.905739338485408, 0.905739338485408, 0.905739338485408, 0.905739338485408, 0.905739338485408, 0.905739338485408, 1.00258852445887, 1.00258852445887, 1.00258852445887, 1.00258852445887, 1.00258852445887, 1.00258852445887, 1.00258852445887, 1.00258852445887, 1.00258852445887, 1.03079846939626, 1.03079846939626, 1.03079846939626, 1.03079846939626, 1.03079846939626, 1.03079846939626, 1.03079846939626, 1.03079846939626, 1.03079846939626, 1.20437330568514, 1.20437330568514, 1.20437330568514, 1.20437330568514, 1.20437330568514, 1.20437330568514, 1.20437330568514, 1.20437330568514, 1.20437330568514, 0.75163885316006, 0.75163885316006, 0.75163885316006, 0.75163885316006, 0.75163885316006, 0.75163885316006, 0.75163885316006, 0.75163885316006, 0.75163885316006, 0.684139868857723, 0.684139868857723, 0.684139868857723, 0.684139868857723, 0.684139868857723, 0.684139868857723, 0.684139868857723, 0.684139868857723, 0.684139868857723, 0.82661070654624, 0.82661070654624, 0.82661070654624, 0.82661070654624, 0.82661070654624, 0.82661070654624, 0.82661070654624, 0.82661070654624, 0.82661070654624, 0.99703207912972, 0.99703207912972, 0.99703207912972, 0.99703207912972, 0.99703207912972, 0.99703207912972, 0.99703207912972, 0.99703207912972, 0.99703207912972, 0.682350653229909, 0.682350653229909, 0.682350653229909, 0.682350653229909, 0.682350653229909, 0.682350653229909, 0.682350653229909, 0.682350653229909, 0.682350653229909, 1.03150773973459, 1.03150773973459, 1.03150773973459, 1.03150773973459, 1.03150773973459, 1.03150773973459, 1.03150773973459, 1.03150773973459, 1.03150773973459, 0.8024703446987, 0.8024703446987, 0.8024703446987, 0.8024703446987, 0.8024703446987, 0.8024703446987, 0.8024703446987, 0.8024703446987, 0.8024703446987, 0.942348201122835, 0.942348201122835, 0.942348201122835, 0.942348201122835, 0.942348201122835, 0.942348201122835, 0.942348201122835, 0.942348201122835, 0.942348201122835, 1.24299926623509, 1.24299926623509, 1.24299926623509, 1.24299926623509, 1.24299926623509, 1.24299926623509, 1.24299926623509, 1.24299926623509, 1.24299926623509, 0.768103219111564, 0.768103219111564, 0.768103219111564, 0.768103219111564, 0.768103219111564, 0.768103219111564, 0.768103219111564, 0.768103219111564, 0.768103219111564, 0.824865212900281, 0.824865212900281, 0.824865212900281, 0.824865212900281, 0.824865212900281, 0.824865212900281, 0.824865212900281, 0.824865212900281, 0.824865212900281, 0.960876854961689, 0.960876854961689, 0.960876854961689, 0.960876854961689, 0.960876854961689, 0.960876854961689, 0.960876854961689, 0.960876854961689, 0.960876854961689, 0.993312324666756, 0.993312324666756, 0.993312324666756, 0.993312324666756, 0.993312324666756, 0.993312324666756, 0.993312324666756, 0.993312324666756, 0.993312324666756, 0.553682299277471, 0.553682299277471, 0.553682299277471, 0.553682299277471, 0.553682299277471, 0.553682299277471, 0.553682299277471, 0.553682299277471, 0.553682299277471, 0.995653733067916, 0.995653733067916, 0.995653733067916, 0.995653733067916, 0.995653733067916, 0.995653733067916, 0.995653733067916, 0.995653733067916, 0.995653733067916, 1.10295498155901, 1.10295498155901, 1.10295498155901, 1.10295498155901, 1.10295498155901, 1.10295498155901, 1.10295498155901, 1.10295498155901, 1.10295498155901, 1.01572483894846, 1.01572483894846, 1.01572483894846, 1.01572483894846, 1.01572483894846, 1.01572483894846, 1.01572483894846, 1.01572483894846, 1.01572483894846, 0.965930606800119, 0.965930606800119, 0.965930606800119, 0.965930606800119, 0.965930606800119, 0.965930606800119, 0.965930606800119, 0.965930606800119, 0.965930606800119, 1.03773703167869, 1.03773703167869, 1.03773703167869, 1.03773703167869, 1.03773703167869, 1.03773703167869, 1.03773703167869, 1.03773703167869, 1.03773703167869, 0.612416972845854, 0.612416972845854, 0.612416972845854, 0.612416972845854, 0.612416972845854, 0.612416972845854, 0.612416972845854, 0.612416972845854, 0.612416972845854, 0.997665450942619, 0.997665450942619, 0.997665450942619, 0.997665450942619, 0.997665450942619, 0.997665450942619, 0.997665450942619, 0.997665450942619, 0.997665450942619, 0.996764355088834, 0.996764355088834, 0.996764355088834, 0.996764355088834, 0.996764355088834, 0.996764355088834, 0.996764355088834, 0.996764355088834, 0.996764355088834, 0.699838358992302, 0.699838358992302, 0.699838358992302, 0.699838358992302, 0.699838358992302, 0.699838358992302, 0.699838358992302, 0.699838358992302, 0.699838358992302, 0.794976354211066, 0.794976354211066, 0.794976354211066, 0.794976354211066, 0.794976354211066, 0.794976354211066, 0.794976354211066, 0.794976354211066, 0.794976354211066, 0.979216966804012, 0.979216966804012, 0.979216966804012, 0.979216966804012, 0.979216966804012, 0.979216966804012, 0.979216966804012, 0.979216966804012, 0.979216966804012, 0.786225952602539, 0.786225952602539, 0.786225952602539, 0.786225952602539, 0.786225952602539, 0.786225952602539, 0.786225952602539, 0.786225952602539, 0.786225952602539, 0.904790197833285, 0.904790197833285, 0.904790197833285, 0.904790197833285, 0.904790197833285, 0.904790197833285, 0.904790197833285, 0.904790197833285, 0.904790197833285)
			, "EC50" = c(112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374, 112.914099443374)
			, "TableSource" = c(0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0)
			) # end of posthoc
		, ".\\test.mdl" = as.character(c(
			  "test(){"
			, "	"
			, "	#========================================================="
			, "	# Model "
			, "	#========================================================="
			, "	# covariates"
			, "	covariate(C)"
			, "	covariate(Sex())"
			, "	covariate(Race())"
			, "	covariate(BW)"
			, "	"
			, "	## E max model "
			, "	E = E0 + Emax * C/(C + EC50)"
			, "	"
			, "	## Residual error model for Emax model "
			, "	error(EEps = 0.1) # true value: 0.1"
			, "	observe(EObs(C) = E * (1 + EEps))"
			, "	"
			, "	"
			, "	#========================================================="
			, "	# Model parameters "
			, "	#========================================================="
			, "	"
			, "	# Structural model parameters "
			, "	stparm(E0 = tvE0 * (BW/70)^dE0dBW * exp(dE0dSex * (Sex == 0)) * exp(nE0))"
			, "	stparm(Emax = tvEmax * exp(dEmaxdRace * (Race == 0)) * exp(nEmax))"
			, "	stparm(EC50 = tvEC50)"
			, "	"
			, "	#----------------------------------------------------------"
			, "	# fixed effects "
			, "	#----------------------------------------------------------"
			, "	fixef(tvE0 = c(, 1, )) # true value: 1.6"
			, "	fixef(tvEmax = c(, 1, )) # true value: 0.8"
			, "	fixef(tvEC50 = c(, 100, )) # true value: 125"
			, "	"
			, "	fixef(dE0dBW = c(, 0, )) # true value: 1.2"
			, "	fixef(dE0dSex = c(, 0, )) # true value: 0.7"
			, "	fixef(dEmaxdRace = c(, 0, )) # true value: 0.3"
			, "	"
			, "	"
			, ""
			, "	#----------------------------------------------------------"
			, "	# random effects "
			, "	#----------------------------------------------------------"
			, "	ranef(diag(nE0, nEmax) = c(1, 1)) # true value: c(0.1, 0.1)"
			, "}"
			))
		, "cols1.txt" = as.character(c(
			  "id(\"Study\", \"Subject\")"
			, "covr(C<-\"C\")"
			, "covr(Sex<-\"Sex\"())"
			, "covr(Race<-\"Race\"())"
			, "covr(BW<-\"BW\")"
			, "obs(EObs<-\"EObs\")"
			, "table(file=\"posthoc.csv\", covr(C, Sex, Race, BW), E0, Emax, EC50, mode=keep)"
			))
		)
	, names = c("coefficients", "logLik", "nObs", "nSubj", "nParm", "returnCode", "omega", "eta", "eta_shrinkage", "sigma", "method", "varFix", "omegaSE", "Covariance", "Correlation", "Inverse", "LLTable", "residuals", "posthoc", ".\\test.mdl", "cols1.txt")
	, class = "nlme"
	)
