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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.
| Version: | 1.0.4 |
| Depends: | R (≥ 2.14.0), methods |
| Imports: | Rcpp (≥ 0.12.16), dplyr, glmnet, huge, intervals, L0Learn, Matrix, mclust, mgcv, mvtnorm, ncvreg, pracma, sparseMatrixStats, survival |
| LinkingTo: | Rcpp, RcppArmadillo |
| Suggests: | parallel, testthat, patrick |
| Published: | 2025-10-21 |
| DOI: | 10.32614/CRAN.package.modelSelection |
| 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] |
| Maintainer: | David Rossell <rosselldavid at gmail.com> |
| BugReports: | https://github.com/davidrusi/modelSelection/issues |
| License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
| URL: | https://github.com/davidrusi/modelSelection, https://github.com/davidrusi/modelSelection-book |
| NeedsCompilation: | yes |
| Materials: | README, ChangeLog |
| CRAN checks: | modelSelection results |
| Reference manual: | modelSelection.html , modelSelection.pdf |
| Package source: | modelSelection_1.0.4.tar.gz |
| Windows binaries: | r-devel: modelSelection_1.0.3.zip, r-release: modelSelection_1.0.3.zip, r-oldrel: modelSelection_1.0.3.zip |
| macOS binaries: | r-release (arm64): modelSelection_1.0.4.tgz, r-oldrel (arm64): modelSelection_1.0.4.tgz, r-release (x86_64): modelSelection_1.0.4.tgz, r-oldrel (x86_64): modelSelection_1.0.4.tgz |
| Old sources: | modelSelection archive |
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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.