Package: ProxReg
Type: Package
Title: Linear Models for Prediction and Classification using Proximal
        Operators
Version: 0.1.1
Date: 2025-02-27
Maintainer: YingHong Chen <yinghongchen1402@gmail.com>
Authors@R: person("YingHong","Chen",role = c("aut", "cre"),email = "yinghongchen1402@gmail.com")
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: 2025-03-13 15:48:55 UTC; yingh
Author: YingHong Chen [aut, cre]
Repository: CRAN
Date/Publication: 2025-03-15 17:10:12 UTC
Built: R 4.3.3; ; 2025-04-07 02:11:50 UTC; windows
