fastcmprsk - Fine-Gray Regression via Forward-Backward Scan
In competing risks regression, the proportional subdistribution hazards (PSH) model is popular for its direct assessment of covariate effects on the cumulative incidence function. This package allows for both penalized and unpenalized PSH regression in linear time using a novel forward-backward scan. Penalties include Ridge, Lease Absolute Shrinkage and Selection Operator (LASSO), Smoothly Clipped Absolute Deviation (SCAD), Minimax Concave Plus (MCP), and elastic net <doi: 10.32614/RJ-2021-010>.
Last updated 4 months ago
3.88 score 4 stars 19 scripts 654 downloadscontrolTest - Quantile Comparison for Two-Sample Right-Censored Survival Data
Nonparametric two-sample procedure for comparing survival quantiles.
Last updated 7 years ago
3.18 score 1 dependents 9 scripts 241 downloadspowerCompRisk - Power Analysis Tool for Joint Testing Hazards with Competing Risks Data
A power analysis tool for jointly testing the cause-1 cause-specific hazard and the any-cause hazard with competing risks data.
Last updated 7 years ago
1.70 score 4 scripts 194 downloads