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The Piece-wise exponential (Additive Mixed) Model (PAMM; Bender and others (2018) <doi:10.1177/1471082X17748083>) is a powerful model class for the analysis of survival (or time-to-event) data, based on Generalized Additive (Mixed) Models (GA(M)Ms). It offers intuitive specification and robust estimation of complex survival models with stratified baseline hazards, random effects, time-varying effects, time-dependent covariates and cumulative effects (Bender and others (2019)), as well as support for left-truncated, competing risks and recurrent events data. pammtools provides tidy workflow for survival analysis with PAMMs, including data simulation, transformation and other functions for data preprocessing and model post-processing as well as visualization.
Version: | 0.5.93 |
Depends: | R (≥ 3.5.0) |
Imports: | mgcv, survival (≥ 2.39-5), checkmate, magrittr, rlang, tidyr (≥ 1.0.0), ggplot2 (≥ 3.2.2), dplyr (≥ 1.0.0), purrr (≥ 0.2.3), tibble, lazyeval, Formula, mvtnorm, pec, vctrs (≥ 0.3.0) |
Suggests: | testthat |
Published: | 2024-02-25 |
DOI: | 10.32614/CRAN.package.pammtools |
Author: | Andreas Bender |
Maintainer: | Andreas Bender <andreas.bender at stat.uni-muenchen.de> |
BugReports: | https://github.com/adibender/pammtools/issues |
License: | MIT + file LICENSE |
URL: | https://adibender.github.io/pammtools/ |
NeedsCompilation: | no |
Citation: | pammtools citation info |
Materials: | README NEWS |
CRAN checks: | pammtools results |
Reference manual: | pammtools.pdf |
Package source: | pammtools_0.5.93.tar.gz |
Windows binaries: | r-devel: pammtools_0.5.93.zip, r-release: pammtools_0.5.93.zip, r-oldrel: pammtools_0.5.93.zip |
macOS binaries: | r-release (arm64): pammtools_0.5.93.tgz, r-oldrel (arm64): pammtools_0.5.93.tgz, r-release (x86_64): pammtools_0.5.93.tgz, r-oldrel (x86_64): pammtools_0.5.93.tgz |
Old sources: | pammtools archive |
Reverse imports: | autoReg, KMunicate, relsurv, robber |
Reverse suggests: | adjustedCurves, contsurvplot |
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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
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