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LTRCforests  

Ensemble Methods for Survival Data with Time-Varying Covariates
View on CRAN: Click here


Download and install LTRCforests package within the R console
Install from CRAN:
install.packages("LTRCforests")

Install from Github:
library("remotes")
install_github("cran/LTRCforests")

Install by package version:
library("remotes")
install_version("LTRCforests", "0.7.0")



Attach the package and use:
library("LTRCforests")
Maintained by
Weichi Yao
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2020-07-03
Latest Update: 2023-11-30
Description:
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) .
How to cite:
Weichi Yao (2020). LTRCforests: Ensemble Methods for Survival Data with Time-Varying Covariates. R package version 0.7.0, https://cran.r-project.org/web/packages/LTRCforests. Accessed 22 Dec. 2024.
Previous versions and publish date:
0.5.0 (2020-07-03 12:50), 0.5.1 (2020-09-21 00:10), 0.5.2 (2020-10-29 17:30), 0.5.5 (2021-02-24 22:30), 0.6.5 (2023-10-19 09:00)
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