Package: modelSelection
Type: Package
Version: 1.0.8
Date: 2026-07-13
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
Config/pak/sysreqs: libicu-dev
Repository: https://davidrusi.r-universe.dev
Date/Publication: 2026-07-16 07:56:46 UTC
RemoteUrl: https://github.com/davidrusi/modelselection
RemoteRef: HEAD
RemoteSha: 8329cc9159a76e31c45c7604826ad5678af514c9
NeedsCompilation: yes
Packaged: 2026-10-14 08:13:47 UTC; root
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]