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Implementation of default Bayes factors for testing statistical hypotheses under various statistical models. The package is intended for applied quantitative researchers in the social and behavioral sciences, medical research, and related fields. The Bayes factor tests can be executed for statistical models such as univariate and multivariate normal linear models, correlation analysis, generalized linear models, special cases of linear mixed models, survival models, relational event models. Parameters that can be tested are location parameters (e.g., group means, regression coefficients), variances (e.g., group variances), and measures of association (e.g,. polychoric/polyserial/biserial/tetrachoric/product moments correlations), among others. The statistical underpinnings are described in Mulder and Xin (2022) <doi:10.1080/00273171.2021.1904809>, Mulder and Gelissen (2019) <doi:10.1080/02664763.2021.1992360>, Mulder (2016) <doi:10.1016/j.jmp.2014.09.004>, Mulder and Fox (2019) <doi:10.1214/18-BA1115>, Mulder and Fox (2013) <doi:10.1007/s11222-011-9295-3>, Boeing-Messing, van Assen, Hofman, Hoijtink, and Mulder (2017) <doi:10.1037/met0000116>, Hoijtink, Mulder, van Lissa, and Gu (2018) <doi:10.1037/met0000201>, Gu, Mulder, and Hoijtink (2018) <doi:10.1111/bmsp.12110>, Hoijtink, Gu, and Mulder (2018) <doi:10.1111/bmsp.12145>, and Hoijtink, Gu, Mulder, and Rosseel (2018) <doi:10.1037/met0000187>. When using the packages, please refer to Mulder et al. (2021) <doi:10.18637/jss.v100.i18>.
| Version: | 1.4.0 |
| Depends: | R (≥ 3.0.0), bain |
| Imports: | stats, utils, MASS, mvtnorm, pracma, lme4, extraDistr, ergm, Bergm, sandwich, QRM, coda, metaBMA, methods |
| Suggests: | testthat, polycor, survival, pscl, metafor, knitr, rmarkdown, lmtest |
| Published: | 2024-12-03 |
| DOI: | 10.32614/CRAN.package.BFpack |
| Author: | Joris Mulder [aut, cre], Caspar van Lissa [aut, ctb], Donald R. Williams [aut, ctb], Xin Gu [aut, ctb], Anton Olsson-Collentine [aut, ctb], Florian Boeing-Messing [aut, ctb], Jean-Paul Fox [aut, ctb], Janosch Menke [ctb], Robbie van Aert [ctb], Barry Brown [ctb], James Lovato [ctb], Kathy Russell [ctb], Lapack 3.8 [ctb], Jack Dongarra [ctb], Jim Bunch [ctb], Cleve Moler [ctb], Gilbert Stewart [ctb], John Burkandt [ctb], Ashwith Rego [ctb], Alexander Godunov [ctb], Alan Miller [ctb], Jean-Pierre Moreau [ctb], The R Core Team [cph] |
| Maintainer: | Joris Mulder <j.mulder3 at tilburguniversity.edu> |
| BugReports: | https://github.com/jomulder/BFpack/issues |
| License: | GPL (≥ 3) |
| URL: | https://github.com/jomulder/BFpack |
| NeedsCompilation: | yes |
| Citation: | BFpack citation info |
| Materials: | README NEWS |
| CRAN checks: | BFpack results |
| Reference manual: | BFpack.pdf |
| Vignettes: |
BFpack_introduction (source, R code) |
| Package source: | BFpack_1.4.0.tar.gz |
| Windows binaries: | r-devel: BFpack_1.4.0.zip, r-release: BFpack_1.4.0.zip, r-oldrel: BFpack_1.4.0.zip |
| macOS binaries: | r-release (arm64): BFpack_1.4.0.tgz, r-oldrel (arm64): BFpack_1.4.0.tgz, r-release (x86_64): BFpack_1.4.0.tgz, r-oldrel (x86_64): BFpack_1.4.0.tgz |
| Old sources: | BFpack archive |
| Reverse depends: | BANAM |
| Reverse imports: | BGGM |
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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.