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DESCRIPTION
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DESCRIPTION
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Package: pammtools
Title: Piece-Wise Exponential Additive Mixed Modeling Tools
Version: 0.1.12
Date: 2019-04-27
Authors@R: c(
person("Andreas", "Bender", , "[email protected]", role = c("aut", "cre"), comment=c(ORCID = "0000-0001-5628-8611")),
person("Fabian", "Scheipl", , "[email protected]", role = c("aut")))
Description: The Piece-wise exponential (Additive Mixed) Model
(PAMM; Bender and Scheipl (2018) <doi: 10.1177/1471082X17748083>) 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) <doi:10.1093/biostatistics/kxy003>.
pammtools provides tidy workflow for survival analysis with PAMMs,
including data transformation and other pre- and post-processing
functions as well as visualization.
Depends:
R (>= 3.3.0)
Imports:
mgcv,
survival (>= 2.39-5),
checkmate,
magrittr,
rlang,
tidyr (>= 0.7.0),
ggplot2,
dplyr (>= 0.7.0),
purrr (>= 0.2.3),
tibble,
msm,
lazyeval,
Formula,
mvtnorm
Suggests:
RColorBrewer,
scam,
coxme,
testthat,
timereg,
knitr,
rmarkdown,
grid,
gridExtra,
covr,
pkgdown
License: MIT + file LICENSE
LazyData: true
URL: https://github.com/adibender/pammtools
BugReports: https://github.com/adibender/pammtools/issues
RoxygenNote: 6.1.1
Encoding: UTF-8