Package: stepSplitReg
Type: Package
Title: Stepwise Split Regularized Regression
Version: 1.0.4
Date: 2024-12-16
Authors@R: c(person("Anthony", "Christidis", role=c("aut", "cre"), email = "anthony.christidis@stat.ubc.ca"),
	     person("Stefan", "Van Aelst", role=c("aut"), email = "stefan.vanaelst@kuleuven.be"),
	     person("Ruben", "Zamar", role=c("aut"), email = "ruben@stat.ubc.ca"))
Description: Functions to perform stepwise split regularized
        regression. The approach first uses a stepwise algorithm to
        split the variables into the models with a goodness of fit
        criterion, and then regularization is applied to each model.
        The weights of the models in the ensemble are determined based
        on a criterion selected by the user.
License: GPL (>= 2)
Biarch: true
Imports: Rcpp (>= 1.0.7), SplitGLM, nnls
Suggests: testthat, mvnfast, vctrs
LinkingTo: Rcpp, RcppArmadillo
RoxygenNote: 7.3.2
NeedsCompilation: yes
Repository: https://anthonychristidis.r-universe.dev
Date/Publication: 2024-12-20 00:20:03 UTC
RemoteUrl: https://github.com/anthonychristidis/stepsplitreg
RemoteRef: HEAD
RemoteSha: 8cbb09ed7704640920f02b23990e3da5435219c6
Packaged: 2026-06-18 08:31:41 UTC; root
Author: Anthony Christidis [aut, cre],
  Stefan Van Aelst [aut],
  Ruben Zamar [aut]
Maintainer: Anthony Christidis <anthony.christidis@stat.ubc.ca>