Package: coxphf 1.13.4
Georg Heinze
coxphf: Cox Regression with Firth's Penalized Likelihood
Implements Firth's penalized maximum likelihood bias reduction method for Cox regression which has been shown to provide a solution in case of monotone likelihood (nonconvergence of likelihood function), see Heinze and Schemper (2001) and Heinze and Dunkler (2008). The program fits profile penalized likelihood confidence intervals which were proved to outperform Wald confidence intervals.
Authors:
coxphf_1.13.4.tar.gz
coxphf_1.13.4.tar.gz(r-4.5-noble)coxphf_1.13.4.tar.gz(r-4.4-noble)
coxphf_1.13.4.tgz(r-4.4-emscripten)coxphf_1.13.4.tgz(r-4.3-emscripten)
coxphf.pdf |coxphf.html✨
coxphf/json (API)
| # Install 'coxphf' in R: |
| install.packages('coxphf', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/georgheinze/coxphf/issues
- breast - Breast Cancer Data Set
Last updated 1 years agofrom:e03ee72be0. Checks:OK: 2. Indexed: no.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Oct 25 2024 |
| R-4.5-linux-x86_64 | OK | Oct 25 2024 |
Exports:augment.coxphfcoxphfcoxphfplotcoxphftestglancetidy.coxphf
Dependencies:clifansigenericsgluelatticelifecyclemagrittrMatrixpillarpkgconfigrlangsurvivaltibbleutf8vctrs
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Cox Regression with Firth's Penalized Likelihood | coxphf-package _PACKAGE |
| Augment a coxphf object | augment.coxphf |
| Breast Cancer Data Set | breast |
| Cox Regression with Firth's Penalized Likelihood | coxphf |
| Plot the Penalized Profile Likelhood Function | coxphfplot |
| Penalized Likelihood Ratio Test in Cox Regression | coxphftest |
| Glance at a coxphf object | glance.coxphf |
| Tidy a coxphf object | tidy.coxphf |
