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TimeVTree
View on CRAN: Click
here
Download and install TimeVTree package within the R console
Install from CRAN:
install.packages("TimeVTree")
Install from Github:
library("remotes")
install_github("cran/TimeVTree")
Install by package version:
library("remotes")
install_version("TimeVTree", "0.3.1")
Attach the package and use:
library("TimeVTree")
Maintained by
Euyhyun Lee
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2018-01-22
Latest Update: 2018-03-12
Description:
Estimates time varying regression effects under Cox type models in survival data using classification and regression tree. The codes in this package were originally written in S-Plus for the paper "Survival Analysis with Time-Varying Regression Effects Using a Tree-Based Approach," by Xu, R. and Adak, S. (2002) <doi:10.1111/j.0006-341X.2002.00305.x>, Biometrics, 58: 305-315. Development of this package was supported by NIH grants AG053983 and AG057707, and by the UCSD Altman Translational Research Institute, NIH grant UL1TR001442. The content is solely the responsibility of the authors and does not necessarily represent the official views of the NIH. The example data are from the Honolulu Heart Program/Honolulu Asia Aging Study (HHP/HAAS).
How to cite:
Euyhyun Lee (2018). TimeVTree: Survival Analysis of Time Varying Coefficients Using a Tree-Based Approach. R package version 0.3.1, https://cran.r-project.org/web/packages/TimeVTree. Accessed 22 Dec. 2024.
Previous versions and publish date:
0.2.1 (2018-01-22 10:39)
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Other R packages that TimeVTree depends,
imports, suggests or enhances
Complete documentation for TimeVTree
Functions, R codes and Examples using
the TimeVTree R package
Some associated functions: alcohol . bootstrap . coxph.tree . elbow.tree . final.tree . mat.tvbeta . optimal.cutpoint . output.coxphout . plot_coxphtree . prune .
Some associated R codes: boot.coxfit.R . bootstrap.R . coxph.tree.R . elbow.tree.R . final.tree.R . free.R . infmul.R . mat.tvbeta.R . optimal.cutpoint.R . output.coxphout.R . plot_coxphtree.R . prune.R . rawscore.R . survTree-internal.R . xname.R . Full TimeVTree package functions and examples
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