CRAN/E | frailtyEM

frailtyEM

Fitting Frailty Models with the EM Algorithm

Installation

About

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.

Citation frailtyEM citation info
github.com/tbalan/frailtyEM
Bug report File report

Key Metrics

Version 1.0.1
R ≥ 3.3.0
Published 2019-09-22 1533 days ago
Needs compilation? yes
License GPL-2
License GPL-3
CRAN checks frailtyEM results

Downloads

Last 24 hours 1 -93%
Last 7 days 91 +69%
Last 30 days 326 -11%
Last 90 days 1.116 +14%
Last 365 days 4.241 -18%

Maintainer

Maintainer

Theodor Adrian Balan

hello@tbalan.com

Authors

Theodor Adrian Balan
Hein Putter

Material

NEWS
Reference manual
Package source

In Views

Survival

Vignettes

Using frailtyEM for shared frailty models

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

frailtyEM archive

Depends

R ≥ 3.3.0
survival

Imports

Rcpp ≥ 0.12.8
magrittr
msm
ggplot2
expint
tibble
Matrix
numDeriv

Suggests

dplyr
plotly
gridExtra
egg

LinkingTo

Rcpp