Package: PenCoxFrail 2.0.1
Andreas Groll
PenCoxFrail: Regularization in Cox Frailty Models
Different regularization approaches for Cox Frailty Models by penalization methods are provided. see Groll et al. (2017) <doi:10.1111/biom.12637> for effects selection. See also Groll and Hohberg (2024) <doi:10.1002/bimj.202300020> for classical LASSO approach.
Authors:
PenCoxFrail_2.0.1.tar.gz
PenCoxFrail_2.0.1.tar.gz(r-4.7-arm64)PenCoxFrail_2.0.1.tar.gz(r-4.7-x86_64)PenCoxFrail_2.0.1.tar.gz(r-4.6-arm64)PenCoxFrail_2.0.1.tar.gz(r-4.6-x86_64)
PenCoxFrail_2.0.1.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
PenCoxFrail/json (API)
| # Install 'PenCoxFrail' in R: |
| install.packages('PenCoxFrail', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated from:96cf557184. Checks:6 OK. Indexed: no.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-arm64 | OK | 136 | ||
| linux-devel-x86_64 | OK | 139 | ||
| source / vignettes | OK | 153 | ||
| linux-release-arm64 | OK | 137 | ||
| linux-release-x86_64 | OK | 145 | ||
| wasm-release | OK | 107 |
Exports:bs.designcoxFLcoxFLControlcoxlassocoxlassoControlcoxridgecv.coxlassoint.approxpencoxfrailpencoxfrailControl
Dependencies:bdsmatrixcoxmelatticeMatrixnlmeRcppRcppArmadillosurvival
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Generate a B-spline design matrix | bs.design |
| A full likelihood approach for Cox Frailty Models. | coxFL |
| Control Values for 'coxFL' fit | coxFLControl |
| A LASSO approach for Cox Frailty Models. | coxlasso |
| Control Values for 'coxlasso' fit | coxlassoControl |
| A ridge approach for Cox Frailty Models. | coxridge |
| Cross-validation for coxlasso | cv.coxlasso |
| Approximation of a Cox likelihood intergral | int.approx |
| Regularization in Cox Frailty Models. | PenCoxFrail-package pencoxfrail |
| Control Values for 'pencoxfrail' fit | pencoxfrailControl |
