TimeVTree

Survival Analysis of Time Varying Coefficients Using a Tree-Based Approach

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).

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Description file content

Package
TimeVTree
Type
Package
Title
Survival Analysis of Time Varying Coefficients Using a Tree-Based Approach
Version
0.3.1
Date
2018-03-12
Imports
survival, grDevices, graphics, stats
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) , 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).
License
GPL-2
RoxygenNote
6.0.1
NeedsCompilation
no
Packaged
2018-03-12 17:41:37 UTC; e4lee
Author
Sudeshna Adak [aut], Ronghui Xu [aut], Euyhyun Lee [trl, cre], Steven Edland [ctb], Lon White [ctb]
Maintainer
Euyhyun Lee
Repository
CRAN
Date/Publication
2018-03-12 18:01:06 UTC

install.packages('TimeVTree')

0.3.1

9 months ago

Euyhyun Lee

GPL-2

Imports

survival, grDevices, graphics, stats

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