Package: ProxReg 0.1.1

ProxReg: Linear Models for Prediction and Classification using Proximal Operators

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.

Authors:YingHong Chen [aut, cre]

ProxReg_0.1.1.tar.gz
ProxReg_0.1.1.zip(r-4.5)ProxReg_0.1.1.zip(r-4.4)ProxReg_0.1.1.zip(r-4.3)
ProxReg_0.1.1.tgz(r-4.5-any)ProxReg_0.1.1.tgz(r-4.4-any)
ProxReg_0.1.1.tar.gz(r-4.5-noble)ProxReg_0.1.1.tar.gz(r-4.4-noble)
ProxReg_0.1.1.tgz(r-4.4-emscripten)ProxReg_0.1.1.tgz(r-4.3-emscripten)
ProxReg.pdf |ProxReg.html✨
ProxReg/json (API)

# Install 'ProxReg' in R:
install.packages('ProxReg', repos = c('https://doufu1402.r-universe.dev', 'https://cloud.r-project.org'))

On CRAN:

Conda:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

2.00 score 14 exports 58 dependencies

Last updated 16 days agofrom:9300ec7243. Checks:8 OK. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKMar 16 2025
R-4.5-winOKMar 16 2025
R-4.5-macOKMar 16 2025
R-4.5-linuxOKMar 16 2025
R-4.4-winOKMar 16 2025
R-4.4-macOKMar 16 2025
R-4.4-linuxOKMar 16 2025
R-4.3-winOKMar 16 2025

Exports:delete_rectinpaintingk_fold_crossl_CVlasso_fistalasso_fista_backlasso_istalasso_ista_backlasso_multilasso_multi_backolsols_KCVridgesoftmax

Dependencies:abindbase64encBiocGenericsbitopsbslibcachemclicodetoolsdigestdplyrEBImageevaluatefansifastmapfftwtoolsfontawesomeforeachfsgenericsglmnetgluehighrhtmltoolshtmlwidgetsiteratorsjpegjquerylibjsonliteknitrlatticelifecyclelocfitmagrittrMatrixmemoisemimepillarpkgconfigpngR6rappdirsRcppRcppEigenRCurlrlangrmarkdownsassshapesurvivaltibbletidyselecttifftinytexutf8vctrswithrxfunyaml

Manual for the package: linearreg

Rendered frommy-vignette.Rmdusingknitr::rmarkdownon Mar 16 2025.

Last update: 2025-03-15
Started: 2025-03-15