Uses a novel rank-based nonparametric approach to evaluate a surrogate marker in a small sample size setting. Details are described in Parast et al (2024) <doi:10.1093/biomtc/ujad035> and Hughes A et al (2025) <doi:10.48550/arXiv.2502.03030>. A tutorial for this package can be found at <https://www.laylaparast.com/surrogaterank> and a Shiny App implementing the package can be found at <https://parastlab.shinyapps.io/SurrogateRankApp/>.
| Version: | 2.0 |
| Depends: | R (≥ 3.5.0) |
| Imports: | stats, dplyr, ggplot2, pbmcapply |
| Suggests: | roxygen2 |
| Published: | 2025-05-20 |
| DOI: | 10.32614/CRAN.package.SurrogateRank |
| Author: | Layla Parast [aut, cre], Arthur Hughes [aut] |
| Maintainer: | Layla Parast <parast at austin.utexas.edu> |
| License: | GPL-2 | GPL-3 [expanded from: GPL] |
| NeedsCompilation: | no |
| CRAN checks: | SurrogateRank results |
| Reference manual: | SurrogateRank.pdf |
| Package source: | SurrogateRank_2.0.tar.gz |
| Windows binaries: | r-devel: SurrogateRank_1.0.zip, r-release: SurrogateRank_1.0.zip, r-oldrel: SurrogateRank_1.0.zip |
| macOS binaries: | r-release (arm64): SurrogateRank_2.0.tgz, r-oldrel (arm64): SurrogateRank_2.0.tgz, r-release (x86_64): SurrogateRank_2.0.tgz, r-oldrel (x86_64): SurrogateRank_2.0.tgz |
| Old sources: | SurrogateRank archive |
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