pammtools (0.1.11)

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Piece-Wise Exponential Additive Mixed Modeling Tools.

The Piece-wise exponential (Additive Mixed) Model (PAMM; Bender and Scheipl (2018) ) is a powerful model class for survival analysis, 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 et. al. (2018) . pammtools provides tidy workflow for survival analysis with PAMMs, including data transformation and other pre- and post-processing functions as well as visualization.

Maintainer: Andreas Bender
Author(s): Andreas Bender [aut, cre] (<>), Fabian Scheipl [aut]

License: MIT + file LICENSE

Uses: checkmate, dplyr, Formula, ggplot2, lazyeval, magrittr, mgcv, msm, mvtnorm, purrr, rlang, survival, tibble, tidyr, RColorBrewer, timereg, coxme, testthat, gridExtra, knitr, scam, rmarkdown, covr, pkgdown

Released 4 months ago.

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