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TwoTimeScales: Analysis of Event Data with Two Time Scales

Analyse time to event data with two time scales by estimating a smooth hazard that varies over two time scales and also, if covariates are available, to estimate a proportional hazards model with such a two-dimensional baseline hazard. Functions are provided to prepare the raw data for estimation, to estimate and to plot the two-dimensional smooth hazard. Extension to a competing risks model are implemented. For details about the method please refer to Carollo et al. (2024) <doi:10.1002/sim.10297>.

Version:1.0.0
Depends:R (≥ 3.5.0)
Imports:colorspace,Epi,fields,JOPS,LMMsolver,popEpi,reshape2,spam,ucminf,viridis
Suggests:knitr,rmarkdown,testthat (≥ 3.0.0)
Published:2024-12-23
DOI:10.32614/CRAN.package.TwoTimeScales
Author:Angela CarolloORCID iD [aut, cre, cph], Paul H.C. Eilers [aut], Jutta Gampe [aut]
Maintainer:Angela Carollo <carollo at demogr.mpg.de>
BugReports:https://github.com/AngelaCar/TwoTimeScales/issues
License:GPL-3
URL:https://github.com/AngelaCar/TwoTimeScales,https://angelacar.github.io/TwoTimeScales/
NeedsCompilation:no
Materials:README,NEWS
CRAN checks:TwoTimeScales results

Documentation:

Reference manual:TwoTimeScales.html ,TwoTimeScales.pdf
Vignettes:Introduction to TwoTimeScales (source,R code)
Smooth hazards with one time scale (source,R code)
Smooth hazards with two time scales (source,R code)
Visualize hazards with two time scales (source,R code)

Downloads:

Package source: TwoTimeScales_1.0.0.tar.gz
Windows binaries: r-devel:TwoTimeScales_1.0.0.zip, r-release:TwoTimeScales_1.0.0.zip, r-oldrel:TwoTimeScales_1.0.0.zip
macOS binaries: r-release (arm64):TwoTimeScales_1.0.0.tgz, r-oldrel (arm64):TwoTimeScales_1.0.0.tgz, r-release (x86_64):TwoTimeScales_1.0.0.tgz, r-oldrel (x86_64):TwoTimeScales_1.0.0.tgz

Linking:

Please use the canonical formhttps://CRAN.R-project.org/package=TwoTimeScalesto link to this page.


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