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Contains functions for fitting shared frailty models with a semi-parametric baseline hazard with the Expectation-Maximization algorithm. Supported data formats include clustered failures with left truncation and recurrent events in gap-time or Andersen-Gill format. Several frailty distributions, such as the the gamma, positive stable and the Power Variance Family are supported.
Version: | 1.0.1 |
Depends: | R (≥ 3.3.0), survival |
Imports: | Rcpp (≥ 0.12.8), magrittr, msm, ggplot2, expint, tibble, Matrix, numDeriv |
LinkingTo: | Rcpp |
Suggests: | dplyr, plotly, gridExtra, egg |
Published: | 2019-09-22 |
DOI: | 10.32614/CRAN.package.frailtyEM |
Author: | Theodor Adrian Balan, Hein Putter |
Maintainer: | Theodor Adrian Balan <hello at tbalan.com> |
BugReports: | https://github.com/tbalan/frailtyEM/issues |
License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
URL: | https://github.com/tbalan/frailtyEM |
NeedsCompilation: | yes |
Citation: | frailtyEM citation info |
Materials: | NEWS |
In views: | Survival |
CRAN checks: | frailtyEM results |
Reference manual: | frailtyEM.pdf |
Vignettes: |
Using frailtyEM for shared frailty models |
Package source: | frailtyEM_1.0.1.tar.gz |
Windows binaries: | r-devel: frailtyEM_1.0.1.zip, r-release: frailtyEM_1.0.1.zip, r-oldrel: frailtyEM_1.0.1.zip |
macOS binaries: | r-release (arm64): frailtyEM_1.0.1.tgz, r-oldrel (arm64): frailtyEM_1.0.1.tgz, r-release (x86_64): frailtyEM_1.0.1.tgz, r-oldrel (x86_64): frailtyEM_1.0.1.tgz |
Old sources: | frailtyEM archive |
Reverse suggests: | rsurv |
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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.