Package: modelSelection
Type: Package
Version: 1.0.7
Date: 2026-05-16
Title: High-Dimensional Model Selection
Authors@R: c(person(given = "David", family = "Rossell", role = c("aut", "cre"), email = "rosselldavid@gmail.com"), person(given = c("John", "D."), family = "Cook", role = "ctb"), person(given = "Donatello", family = "Telesca", role = "aut"), person(given = "P.", family = "Roebuck", role = "ctb"), person(given = "Oriol", family = "Abril", role = "aut"), person(given = "Miquel", family = "Torrens", role = "aut"), person(given = "Peter", family = "Mueller", role = "ctb"), person(given = "William", family = "Hallahan", role = "ctb"))
Maintainer: David Rossell <rosselldavid@gmail.com>
Depends: R (>= 2.14.0), methods
Suggests: parallel, testthat, patrick
biocViews:
Imports: Rcpp (>= 0.12.16), dplyr, glmnet, intervals, L0Learn, Matrix,
        mclust, mgcv, mvtnorm, ncvreg, pracma, sparseMatrixStats,
        survival
LinkingTo: Rcpp, RcppArmadillo, RcppEigen
Description: Model selection and averaging for regression, generalized linear models, generalized additive models, graphical models and mixtures, focusing on Bayesian model selection and information criteria (Bayesian information criterion etc.). See Rossell (2025) <doi:10.5281/zenodo.17119597> (see the URL field below for its URL) for a hands-on book describing the methods, examples and suggested citations if you use the package.
License: GPL (>= 2)
URL: https://github.com/davidrusi/modelSelection,
        https://github.com/davidrusi/modelSelection-book
BugReports: https://github.com/davidrusi/modelSelection/issues
LazyLoad: yes
Collate: AllClasses.R AllGenerics.R alapl.R bms_ortho.R cil.R cox.R
        derivatives_nlps.R distribs.R dmom.R eBayes.R gam.R ggm.R
        greedyGLM.R infocriteria.R initParameters.R localnulltest.R
        marginalLikelihood.R msPriorSpec.R modelsearch.R
        modelSelection.R modelSelectionGLM.R mombf.R normaliwish.R
        normmix.R postMode.R rmom.R RcppExports.R testfunction.R
RoxygenNote: 7.3.2
NeedsCompilation: yes
Packaged: 2026-05-16 06:00:53 UTC; u138097
Author: David Rossell [aut, cre],
  John D. Cook [ctb],
  Donatello Telesca [aut],
  P. Roebuck [ctb],
  Oriol Abril [aut],
  Miquel Torrens [aut],
  Peter Mueller [ctb],
  William Hallahan [ctb]
Repository: CRAN
Date/Publication: 2026-05-16 14:50:02 UTC
Built: R 4.5.3; x86_64-w64-mingw32; 2026-06-18 17:15:22 UTC; windows
Archs: x64
