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CoxMK
View on CRAN: Click
here
Download and install CoxMK package within the R console
Install from CRAN:
install.packages("CoxMK")
Install from Github:
library("remotes")
install_github("cran/CoxMK") Install by package version:
library("remotes")
install_version("CoxMK", "0.1.1") Attach the package and use:
library("CoxMK")
Maintained by
Yang Chen
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[Scholar Profile | Author Map]
All associated links for this package
First Published: 2025-09-03
Latest Update: 2025-09-03
Description:
A genome-wide survival framework that integrates sequential conditional independent tuples and saddlepoint approximation method, to provide SNP-level false discovery rate control while improving power, particularly for biobank-scale survival analyses with low event rates. The method is based on model-X knockoffs as described in Barber and Candes (2015) <doi:10.1214/15-AOS1337> and fast survival analysis methods from Bi et al. (2020) <doi:10.1016/j.ajhg.2020.06.003>. A shrinkage algorithmic leveraging accelerates multiple knockoffs generation in large genetic cohorts. This CRAN version uses standard Cox regression for association testing. For enhanced performance on very large datasets, users may optionally install the 'SPACox' package from GitHub which provides saddlepoint approximation methods for survival analysis.
How to cite:
Yang Chen (2025). CoxMK: A Model-X Knockoff Method for Genome-Wide Survival Association Analysis. R package version 0.1.1, https://cran.r-project.org/web/packages/CoxMK. Accessed 24 Oct. 2026.
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