aftPenCDA: Penalized AFT Estimation via Coordinate Descent

Provides penalized accelerated failure time (AFT) model estimation for right-censored and partly interval-censored survival data using induced smoothing and coordinate descent algorithms. Supported penalties include broken adaptive ridge (BAR), LASSO, adaptive LASSO, and SCAD. Core estimation routines are implemented in 'C++' via 'Rcpp' and 'RcppArmadillo' for computational efficiency. The methodology is related to Zeng and Lin (2008) <doi:10.1093/biostatistics/kxm034>, Xu et al. (2010) <doi:10.1002/sim.2576>, Dai et al. (2018) <doi:10.1016/j.jmva.2018.08.007>, and Choi et al. (2025) <doi:10.48550/arXiv.2503.11268>.

Version:	0.1.0
Imports:	Rcpp, stats
LinkingTo:	Rcpp, RcppArmadillo
Suggests:	testthat (≥ 3.0.0), knitr, rmarkdown
Published:	2026-04-07
DOI:	10.32614/CRAN.package.aftPenCDA (may not be active yet)
Author:	Suyeon Seon [aut, cre], Taehwa Choi [aut], Dipankar Bandyopadhyay [aut], Dongha Kim [aut], Seongoh Park [aut]
Maintainer:	Suyeon Seon <seonsy429 at gmail.com>
BugReports:	https://github.com/seonsy/aftPenCDA/issues
License:	GPL-3
URL:	https://github.com/seonsy/aftPenCDA
NeedsCompilation:	yes
Materials:	README
CRAN checks:	aftPenCDA results

Documentation:

Reference manual:	aftPenCDA.html , aftPenCDA.pdf
Vignettes:	Getting started with 'aftPenCDA' package (source, R code)

Downloads:

Package source:	aftPenCDA_0.1.0.tar.gz
Windows binaries:	r-devel: not available, r-release: not available, r-oldrel: not available
macOS binaries:	r-release (arm64): not available, r-oldrel (arm64): not available, r-release (x86_64): not available, r-oldrel (x86_64): not available

Linking:

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