BFpack
Flexible Bayes Factor Testing of Scientific Expectations
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 (2019) 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:10.31234/osf.io/v3shc, 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.
- Version1.3.0
- R version≥ 3.0.0
- LicenseGPL (≥ 3)
- Needs compilation?Yes
- BFpack citation info
- Last release06/19/2024
Documentation
Team
Joris Mulder
Caspar van Lissa
Show author detailsRolesAuthor, ContributorDonald R. Williams
Show author detailsRolesAuthor, ContributorXin Gu
Show author detailsRolesAuthor, ContributorAnton Olsson-Collentine
Show author detailsRolesAuthor, ContributorFlorian Boeing-Messing
Show author detailsRolesAuthor, ContributorJean-Paul Fox
Show author detailsRolesAuthor, ContributorJanosch Menke
Show author detailsRolesContributorRobbie van Aert
Show author detailsRolesContributorBarry Brown
Show author detailsRolesContributorJames Lovato
Show author detailsRolesContributorKathy Russell
Show author detailsRolesContributorLapack 3.8
Show author detailsRolesContributorJack Dongarra
Show author detailsRolesContributorJim Bunch
Show author detailsRolesContributorCleve Moler
Show author detailsRolesContributorGilbert Stewart
Show author detailsRolesContributorJohn Burkandt
Show author detailsRolesContributorAshwith Rego
Show author detailsRolesContributorAlexander Godunov
Show author detailsRolesContributorAlan Miller
Show author detailsRolesContributorJean-Pierre Moreau
Show author detailsRolesContributorThe R Core Team
Show author detailsRolesCopyright holder
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- Depends1 package
- Imports9 packages
- Suggests8 packages
- Reverse Depends1 package
- Reverse Imports1 package