FBMS: Flexible Bayesian Model Selection and Model Averaging

Implements the Mode Jumping Markov Chain Monte Carlo algorithm described in <doi:10.1016/j.csda.2018.05.020> and its Genetically Modified counterpart described in <doi:10.1613/jair.1.13047> as well as the sub-sampling versions described in <doi:10.1016/j.ijar.2022.08.018> for flexible Bayesian model selection and model averaging.

Version: 1.1
Depends: R (≥ 3.5.0), fastglm, GenSA, parallel, methods, stats, graphics, r2r
Imports: Rcpp
LinkingTo: Rcpp
Suggests: testthat, knitr, rmarkdown, markdown
Published: 2025-02-26
DOI: 10.32614/CRAN.package.FBMS
Author: Jon Lachmann [cre, aut], Aliaksandr Hubin [aut]
Maintainer: Jon Lachmann <jon at lachmann.nu>
License: GPL-2
NeedsCompilation: yes
Language: en-US
CRAN checks: FBMS results

Documentation:

Reference manual: FBMS.pdf
Vignettes: FBMS - Flexible Bayesian Model Selection and Model Averaging (source, R code)

Downloads:

Package source: FBMS_1.1.tar.gz
Windows binaries: r-devel: FBMS_1.1.zip, r-release: FBMS_1.0.zip, r-oldrel: FBMS_1.1.zip
macOS binaries: r-devel (arm64): FBMS_1.1.tgz, r-release (arm64): FBMS_1.1.tgz, r-oldrel (arm64): FBMS_1.1.tgz, r-devel (x86_64): FBMS_1.1.tgz, r-release (x86_64): FBMS_1.1.tgz, r-oldrel (x86_64): FBMS_1.1.tgz
Old sources: FBMS archive

Linking:

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