CRAN/E | LTRCforests

LTRCforests

Ensemble Methods for Survival Data with Time-Varying Covariates

Installation

About

Implements the conditional inference forest and relative risk forest algorithm to modeling left-truncated right-censored data with time-invariant covariates, and (left-truncated) right-censored survival data with time-varying covariates. It also provides functions to tune the parameters and evaluate the model fit. See Yao et al. (2022) doi:10.1177/09622802221111549.

Key Metrics

Version 0.7.0
R ≥ 3.5.0
Published 2023-11-30 150 days ago
Needs compilation? yes
License GPL-2
License GPL-3
CRAN checks LTRCforests results

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Maintainer

Maintainer

Weichi Yao

weichi.yao@gmail.com

Authors

Weichi Yao

aut / cre

Halina Frydman

aut

Denis Larocque

aut

Jeffrey S. Simonoff

aut

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

LTRCforests archive

Depends

R ≥ 3.5.0

Imports

stats
utils
survival
ipred
parallel
prodlim
partykit

Suggests

randomForestSRC
LTRCtrees