hdcuremodels: High-Dimensional Cure Models
Provides functions for fitting various penalized parametric and semi-parametric mixture cure models with different penalty functions, testing for a significant cure fraction, and testing for sufficient follow-up as described in Fu et al (2022)<doi:10.1002/sim.9513> and Archer et al (2024)<doi:10.1186/s13045-024-01553-6>. False discovery rate controlled variable selection is provided using model-X knock-offs.
| Version: | 0.0.5 |
| Depends: | R (≥ 4.2.0) |
| Imports: | doParallel, flexsurv, flexsurvcure, foreach, ggplot2, ggpubr, glmnet, knockoff, mvnfast, parallel, plyr, methods, survival, withr |
| Suggests: | knitr, Rdsdp, rmarkdown, roxygen2, testthat (≥ 3.0.0) |
| Published: | 2025-07-31 |
| DOI: | 10.32614/CRAN.package.hdcuremodels |
| Author: | Han Fu [aut],
Kellie J. Archer 
[aut, cre],
Tung Lam Nguyen [rev] (Reviewed the package for ROpenSci) |
| Maintainer: | Kellie J. Archer <archer.43 at osu.edu> |
| BugReports: | https://github.com/kelliejarcher/hdcuremodels/issues |
| License: | MIT + file LICENSE |
| URL: | https://github.com/kelliejarcher/hdcuremodels |
| NeedsCompilation: | no |
| Citation: | hdcuremodels citation info |
| Materials: | README |
| CRAN checks: | hdcuremodels results |
Documentation:
| Reference manual: | hdcuremodels.html , hdcuremodels.pdf |
| Vignettes: |
hdcuremodels-vignette (source, R code) |
Downloads:
| Package source: | hdcuremodels_0.0.5.tar.gz |
| Windows binaries: | r-devel: hdcuremodels_0.0.5.zip, r-release: hdcuremodels_0.0.5.zip, r-oldrel: hdcuremodels_0.0.5.zip |
| macOS binaries: | r-release (arm64): hdcuremodels_0.0.5.tgz, r-oldrel (arm64): hdcuremodels_0.0.5.tgz, r-release (x86_64): hdcuremodels_0.0.5.tgz, r-oldrel (x86_64): hdcuremodels_0.0.5.tgz |
| Old sources: | hdcuremodels archive |
Linking:
Please use the canonical form https://CRAN.R-project.org/package=hdcuremodels to link to this page.