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SurrogateRank

Rank-Based Test to Evaluate a Surrogate Marker

v3.0 · Jun 18, 2026 · GPL

Description

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/>.

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r-devel-linux-x86_64-debian-clang OK
r-devel-linux-x86_64-debian-gcc OK
r-devel-linux-x86_64-fedora-clang OK
r-devel-linux-x86_64-fedora-gcc OK
r-devel-windows-x86_64 OK
r-oldrel-macos-arm64 OK
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r-oldrel-windows-x86_64 OK
r-patched-linux-x86_64 OK
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Check History

OK 14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026

Reverse Dependencies (1)

imports

Dependency Network

Dependencies Reverse dependencies dplyr ggplot2 pbmcapply cowplot tidyr ComplexUpset ggVennDiagram tibble glue scales MASS BSET SurrogateRank

Version History

6 tracked
updated 3.0 ← 2.2 diff Jun 18, 2026
new 2.2 Mar 10, 2026
updated 2.2 ← 2.1 diff Jan 7, 2026
updated 2.1 ← 2.0 diff Sep 10, 2025
updated 2.0 ← 1.0 diff May 19, 2025
new 1.0 Apr 8, 2024