Penalized Variable Selection in Competing Risks Regression

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 penalized variable selection for the PSH model. Penalties include LASSO, SCAD, MCP, and their group versions.


Reference manual

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1.0 by Zhixuan Fu, 6 years ago

Browse source code at

Authors: Zhixuan Fu

Documentation:   PDF Manual  

Task views: Survival Analysis

GPL (>= 2) license

Depends on survival, Matrix, cmprsk

Suggested by fastcmprsk.

See at CRAN