muxuanliang/RobustAFT: Robust Estimation of AFT Model with High-dimensional Covariates

A unified Expectation-Maximization approach combined with the L1-norm penalty to perform variable selection and obtain parameter estimation simultaneously for the accelerated failure time model with right-censored survival data.

Getting started

Package details

AuthorYi Li [aut, cre], Muxuan Liang [aut]
MaintainerYi Li <first.last@example.com>
LicenseMIT + file LICENSE
Version1.0.0
Package repositoryView on GitHub
Installation Install the latest version of this package by entering the following in R:
install.packages("remotes")
remotes::install_github("muxuanliang/RobustAFT")
muxuanliang/RobustAFT documentation built on April 12, 2021, 9:38 a.m.