Hidden Markov Models with Discrete Non-Parametric Observation Distributions

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Documentation for package ‘hmm.discnp’ version 3.0-9

• DESCRIPTION file.

Help Pages

anova.hmm.discnp	Anova for hmm.discnp models
Bovine	Data from "An Introduction to Discrete-Valued Time Series"
ccprSim	Simulated monocyte counts and psychosis symptoms.
cnvrtRho	Convert Rho between forms.
Cryptosporidiosis	Data from "An Introduction to Discrete-Valued Time Series"
Downloads	Data from "An Introduction to Discrete-Valued Time Series"
EricssonB_Jul2	Data from "An Introduction to Discrete-Valued Time Series"
FattyLiver	Data from "An Introduction to Discrete-Valued Time Series"
FattyLiver2	Data from "An Introduction to Discrete-Valued Time Series"
fitted.hmm.discnp	Fitted values of a discrete non-parametric hidden Markov model.
ftLiardFlows	Canadian hydrological data sets.
goldparticle380	Data from "An Introduction to Discrete-Valued Time Series"
Hanta	Data from "An Introduction to Discrete-Valued Time Series"
hmm	Fit a hidden Markov model to discrete data.
InfantEEGsleepstates	Data from "An Introduction to Discrete-Valued Time Series"
IPs	Data from "An Introduction to Discrete-Valued Time Series"
LegionnairesDisease	Data from "An Introduction to Discrete-Valued Time Series"
lesionCount	Multiple sclerosis lesion counts for three patients.
linLandFlows	Canadian hydrological data sets.
logLikHmm	Log likelihood of a hidden Markov model
misstify	Insert missing values.
mps	Most probable states.
nafracCalc	Calculate fractions of missing values.
OffshoreRigcountsAlaska	Data from "An Introduction to Discrete-Valued Time Series"
portMannFlows	Canadian hydrological data sets.
portMannSedCon	Canadian hydrological data sets.
portMannSedLoads	Canadian hydrological data sets.
pr	Probability of state sequences.
predict.hmm.discnp	Predicted values of a discrete non-parametric hidden Markov model.
PriceStability	Data from "An Introduction to Discrete-Valued Time Series"
rhmm	Simulate discrete data from a non-parametric hidden Markov model.
rhmm.default	Simulate discrete data from a non-parametric hidden Markov model.
rhmm.hmm.discnp	Simulate discrete data from a non-parametric hidden Markov model.
scovmat	Simulation based covariance matrix.
sp	Calculate the conditional state probabilities.
squantCI	Simulation-quantile based confidence intervals.
Strikes	Data from "An Introduction to Discrete-Valued Time Series"
SydColDisc	Discretised version of coliform counts in sea-water samples
update.hmm.discnp	Update a fitted 'hmm.discnp' model.
viterbi	Most probable state sequence.
weissData	Data from "An Introduction to Discrete-Valued Time Series"
WoodPeweeSong	Data from "An Introduction to Discrete-Valued Time Series"