Package: rqPen
Type: Package
Title: Penalized Quantile Regression
Version: 4.2
Date: 2026-02-03
Authors@R: c( person(given="Ben",family="Sherwood",role=c("aut","cre"), email="ben.sherwood@ku.edu"),
              person(given="Shaobo", family="Li", role="aut"),
              person(given="Adam", family="Maidman", role="aut"))
Depends: R (>= 3.0.0)
Imports: methods, quantreg, hqreg, hrqglas, data.table, Rdpack,
        lifecycle, plyr, Matrix, Rcpp
LinkingTo: Rcpp, RcppArmadillo
RdMacros: Rdpack
Suggests: splines, knitr
Maintainer: Ben Sherwood <ben.sherwood@ku.edu>
Description: Performs penalized quantile regression with LASSO, elastic net, SCAD and MCP penalty functions including group penalties. In addition, offers a group penalty that provides consistent variable selection across quantiles. Provides a function that automatically generates lambdas and evaluates different models with cross validation or BIC, including a large p version of BIC. Below URL provides a link to article in the R Journal. 
ByteCompile: TRUE
Encoding: UTF-8
License: MIT + file LICENSE
URL: https://journal.r-project.org/articles/RJ-2025-017/
RoxygenNote: 7.3.2
NeedsCompilation: yes
Packaged: 2026-02-03 22:19:33 UTC; b157s966
Author: Ben Sherwood [aut, cre],
  Shaobo Li [aut],
  Adam Maidman [aut]
Repository: CRAN
Date/Publication: 2026-02-04 06:40:15 UTC
Built: R 4.6.0; x86_64-apple-darwin20; 2026-04-25 16:53:20 UTC; unix
Archs: rqPen.so.dSYM
