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.


News

Reference manual

It appears you don't have a PDF plugin for this browser. You can click here to download the reference manual.

install.packages("fastcmprsk")

1.1.1 by Eric S. Kawaguchi, 6 days ago


Browse source code at https://github.com/cran/fastcmprsk


Authors: Eric S. Kawaguchi


Documentation:   PDF Manual  


GPL-3 license


Imports dynpred, foreach, survival

Suggests testthat, cmprsk, crrp


See at CRAN