50% off | Unlimited Data & AI Learning
Get 50% off unlimited learning
Learn R Programming

PenCoxFrail (version 2.0.0)

Regularization in Cox Frailty Models

Description

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

Copy Link

Version

Install

install.packages('PenCoxFrail')

Monthly Downloads

183

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.