Introduction | Model | Estimation and implementation | Illustration | Conclusion
This package is considered a duplicate. The official version of this package is found at:https://tbalan.r-universe.dev/frailtyEM
Package: frailtyEM 1.0.2
Theodor Adrian Balan
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.
Authors:
frailtyEM_1.0.2.tar.gz
frailtyEM_1.0.2.zip(r-4.7-x86_64)frailtyEM_1.0.2.zip(r-4.7-arm64)frailtyEM_1.0.2.zip(r-4.6-x86_64)frailtyEM_1.0.2.zip(r-4.6-arm64)
frailtyEM_1.0.2.tar.gz(r-4.7-arm64)frailtyEM_1.0.2.tar.gz(r-4.7-x86_64)frailtyEM_1.0.2.tar.gz(r-4.6-arm64)frailtyEM_1.0.2.tar.gz(r-4.6-x86_64)
frailtyEM_1.0.2.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
frailtyEM/json (API)
| # Install 'frailtyEM' in R: |
| install.packages('frailtyEM', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/tbalan/frailtyem/issues
Last updated from:14b0def795. Checks:10 OK. Indexed: no.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-arm64 | OK | 170 | ||
| linux-devel-x86_64 | OK | 139 | ||
| source / vignettes | OK | 219 | ||
| linux-release-arm64 | OK | 127 | ||
| linux-release-x86_64 | OK | 185 | ||
| windows-devel-arm64 | OK | 270 | ||
| windows-devel-x86_64 | OK | 174 | ||
| windows-release-arm64 | OK | 220 | ||
| windows-release-x86_64 | OK | 142 | ||
| wasm-release | OK | 121 |
Exports:autoplotca_testemfrailemfrail_controlemfrail_distemfrail_pll
Dependencies:clicpp11expintexpmfarvergenericsggplot2gluegtableisobandlabelinglatticelifecyclemagrittrMatrixmsmmvtnormnumDerivpillarpkgconfigR6RColorBrewerRcpprlangS7scalessurvivaltibbleutf8vctrsviridisLitewithr
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Generic autoplot function | autoplot |
| Plots for emfrail objects using 'ggplot2' | autoplot.emfrail |
| Commenges-Andersen test for heterogeneity | ca_test |
| Fitting semi-parametric shared frailty models with the EM algorithm | emfrail |
| Control parameters for emfrail | emfrail_control |
| Distribution parameters for emfrail | emfrail_dist |
| Profile log-likelihood calculation | emfrail_pll |
| Log-likelihood for 'emfrail' fitted models | logLik.emfrail |
| Plots for emfrail objects | plot.emfrail |
| Predicted hazard and survival curves from an 'emfrail' object | predict.emfrail |
| Residuals for frailty models | residuals.emfrail |
| Summary for 'emfrail' objects | summary.emfrail |