SurrogateRank: Rank-Based Test to Evaluate a Surrogate Marker
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>, in Hughes A et al (2025)
<doi:10.1002/sim.70241>, and in Hughes A et al (2026) <doi:10.48550/arXiv.2605.03819>. 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: |
3.0 |
| Depends: |
R (≥ 3.5.0) |
| Imports: |
stats, dplyr, ggplot2, pbmcapply, cowplot, tidyr, ComplexUpset, ggVennDiagram, tibble, glue, scales, MASS |
| Suggests: |
roxygen2 |
| Published: |
2026-06-18 |
| 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 |
Documentation:
Downloads:
Reverse dependencies:
Linking:
Please use the canonical form
https://CRAN.R-project.org/package=SurrogateRank
to link to this page.