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PenCoxFrail (version 2.0.0)

Regularization in Cox Frailty Models

Description

Different regularization approaches for Cox Frailty Models by penalization methods are provided.

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Version

Install

install.packages('PenCoxFrail')

Monthly Downloads

225

Version

2.0.0

License

GPL (>= 2)

Maintainer

Andreas Groll

Last Published

July 4th, 2024

Functions in PenCoxFrail (2.0.0)

coxFL

A full likelihood approach for Cox Frailty Models.
pencoxfrail

Regularization in Cox Frailty Models.
int.approx

Approximation of a Cox likelihood intergral
coxlassoControl

Control Values for coxlasso fit
bs.design

Generate a B-spline design matrix
coxridge

A ridge approach for Cox Frailty Models.
coxFLControl

Control Values for coxFL fit
cv.coxlasso

Cross-validation for coxlasso
pencoxfrailControl

Control Values for pencoxfrail fit
coxlasso

A LASSO approach for Cox Frailty Models.