frailtyEM: Fitting Frailty Models with the EM Algorithm
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 |
Documentation:
Downloads:
Reverse dependencies:
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