Package: ProxReg
Type: Package
Title: Linear Models for Prediction and Classification using Proximal
        Operators
Version: 1.1.2
Date: 2025-06-16
Maintainer: YingHong Chen <yinghongchen1402@gmail.com>
Authors@R: c(person("YingHong","Chen",role = c("aut", "cre"),email = "yinghongchen1402@gmail.com"),
            person("Ferran","Reverter Comes",role=c("aut"),email = "freverter@ub.edu"),
            person("Esteban", "Vegas Lozano",role=c("aut"),email="evegas@ub.edu"))
Description: Implements optimization techniques for Lasso regression, R.Tibshirani(1996)<doi:10.1111/j.2517-6161.1996.tb02080.x> using Fast Iterative Shrinkage-Thresholding Algorithm (FISTA) and Iterative Shrinkage-Thresholding Algorithm (ISTA) based on proximal operators, A.Beck(2009)<doi:10.1137/080716542>. The package is useful for high-dimensional regression problems and includes cross-validation procedures to select optimal penalty parameters.
License: MIT + file LICENSE
Encoding: UTF-8
Language: en-US
RoxygenNote: 7.3.2
Suggests: knitr, rmarkdown,
VignetteBuilder: knitr
Imports: dplyr, EBImage, glmnet
NeedsCompilation: no
Packaged: 2025-06-16 15:44:40 UTC; yingh
Author: YingHong Chen [aut, cre],
  Ferran Reverter Comes [aut],
  Esteban Vegas Lozano [aut]
Repository: CRAN
Date/Publication: 2025-06-17 09:00:12 UTC
Built: R 4.6.0; ; 2026-04-29 06:31:18 UTC; unix
