CRAN/E | pcoxtime

pcoxtime

Penalized Cox Proportional Hazard Model for Time-Dependent Covariates

Installation

About

Fits penalized models for both time-independent and time-dependent survival data. It fully implements elastic net and uses proximal gradient descent to solve the optimization problem. The package is an implementation of Steve Cygu and Benjamin M. Bolker. (2021) .

github.com/CYGUBICKO/pcoxtime-pkg

Key Metrics

Version 1.0.4
R ≥ 3.5.0
Published 2022-05-13 717 days ago
Needs compilation? yes
License GPL-2
License GPL-3
CRAN checks pcoxtime results

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Maintainer

Maintainer

Bicko Cygu

cygubicko@gmail.com

Authors

Bicko Cygu

aut / cre

Ben Bolker

aut

Trevor Hastie

cph

(getmin function implementation copied from package glmnet)

Material

Reference manual
Package source

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

pcoxtime archive

Depends

R ≥ 3.5.0

Imports

Rcpp ≥ 1.0.5
survival
doParallel
parallel
foreach
ggplot2
prodlim
riskRegression
PermAlgo
pec

Suggests

testthat ≥ 3.0.0

LinkingTo

Rcpp
RcppArmadillo