pencal: Penalized Regression Calibration (PRC) for the Dynamic Prediction of Survival
Computes penalized regression calibration (PRC), a statistical method for the dynamic prediction of survival when many longitudinal predictors are available. PRC is described in Signorelli (2024) <doi:10.48550/arXiv.2309.15600> and in Signorelli et al. (2021) <doi:10.1002/sim.9178>.
| Version: | 2.2.4 |
| Depends: | R (≥ 4.1.0) |
| Imports: | doParallel, dplyr, foreach, glmnet, lcmm, magic, MASS, Matrix, methods, nlme, purrr, riskRegression, stats, survcomp, survival, survivalROC |
| Suggests: | knitr, ptmixed, rmarkdown, survminer |
| Published: | 2025-03-10 |
| DOI: | 10.32614/CRAN.package.pencal |
| Author: | Mirko Signorelli 
[aut, cre, cph],
Pietro Spitali [ctb],
Roula Tsonaka [ctb],
Barbara Vreede [ctb] |
| Maintainer: | Mirko Signorelli <msignorelli.rpackages at gmail.com> |
| License: | GPL (≥ 3) |
| URL: | https://mirkosignorelli.github.io/r |
| NeedsCompilation: | no |
| Citation: | pencal citation info |
| Materials: | NEWS |
| CRAN checks: | pencal results |
Documentation:
| Reference manual: | pencal.pdf |
| Vignettes: |
pencal: an R Package for the Dynamic Prediction of Survival with Many Longitudinal Predictors (source) |
Downloads:
| Package source: | pencal_2.2.4.tar.gz |
| Windows binaries: | r-devel: pencal_2.2.4.zip, r-release: pencal_2.2.4.zip, r-oldrel: pencal_2.2.3.zip |
| macOS binaries: | r-devel (arm64): pencal_2.2.4.tgz, r-release (arm64): pencal_2.2.4.tgz, r-oldrel (arm64): pencal_2.2.4.tgz, r-devel (x86_64): pencal_2.2.4.tgz, r-release (x86_64): pencal_2.2.4.tgz, r-oldrel (x86_64): pencal_2.2.4.tgz |
| Old sources: | pencal archive |
Linking:
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