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CRAN: Package hdcuremodels

hdcuremodels: Penalized Mixture Cure Models for High-Dimensional Data

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: 0.0.1 Depends: R (≥ 4.2.0) Imports: doParallel, flexsurv, flexsurvcure, foreach, ggplot2, ggpubr, glmnet, knockoff, mvnfast, parallel, plyr, methods, survival Suggests: knitr, rmarkdown Published: 2024-06-13 DOI: 10.32614/CRAN.package.hdcuremodels Author: Han Fu [aut], Kellie J. Archer [aut, cre] Maintainer: Kellie J. Archer <archer.43 at osu.edu> License: MIT + file LICENSE NeedsCompilation: no Citation: hdcuremodels citation info CRAN checks: hdcuremodels results Documentation: Downloads: Linking:

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