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.

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Description file content

Package
frailtyEM
Type
Package
Title
Fitting Frailty Models with the EM Algorithm
Version
0.7.0-1
Author
Theodor Adrian Balan, Hein Putter
Maintainer
Theodor Adrian Balan
URL
BugReports
https://github.com/teddybalan/frailtyEM/issues
Description
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.
License
GPL (>= 2)
Encoding
UTF-8
LazyData
true
Depends
R (>= 3.3.0), survival
Imports
Rcpp (>= 0.12.8), magrittr, msm, ggplot2, expint
LinkingTo
Rcpp
RoxygenNote
6.0.1
Suggests
dplyr, statmod, plotly, gridExtra
Collate
'RcppExports.R' 'autoplot.emfrail.R' 'ca_test.R' 'em_fit.R' 'emfrail_aux.R' 'emfrail.R' 'emfrail_arguments.R' 'emfrail_methods.R' 'fast_Estep.R' 'plot.emfrail.R' 'predict.emfrail.R' 'print.emfrail.R' 'print.emfrail_summary.R' 'summary.emfrail.R'
NeedsCompilation
yes
Packaged
2017-06-17 11:14:45 UTC; theodor
Repository
CRAN
Date/Publication
2017-06-17 14:37:24 UTC

install.packages('frailtyEM')

0.7.0-1

2 months ago

https://github.com/teddybalan/frailtyEM

Theodor Adrian Balan

GPL (>= 2)

Depends on

R (>= 3.3.0), survival

Imports

Rcpp (>= 0.12.8), magrittr, msm, ggplot2, expint

Suggests

dplyr, statmod, plotly, gridExtra

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