CRAN/E | BFpack

BFpack

Flexible Bayes Factor Testing of Scientific Expectations

Installation

About

Implementation of various default Bayes factors for testing statistical hypotheses. 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, 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,. bivariate 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.

Citation BFpack citation info
github.com/jomulder/BFpack
Bug report File report

Key Metrics

Version 1.2.2
R ≥ 3.0.0
Published 2023-09-16 194 days ago
Needs compilation? yes
License GPL (≥ 3)
CRAN checks BFpack results

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Maintainer

Maintainer

Joris Mulder

j.mulder3@tilburguniversity.edu

Authors

Joris Mulder

aut / cre

Caspar van Lissa

aut / ctb

Donald R. Williams

aut / ctb

Xin Gu

aut

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

Material

README
NEWS
Reference manual
Package source

Vignettes

BFpack_introduction

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

BFpack archive

Depends

R ≥ 3.0.0
bain

Imports

stats
MASS
Matrix
mvtnorm
pracma
lme4
extraDistr
ergm
Bergm
sandwich

Suggests

testthat
polycor
survival
pscl
metafor
knitr
rmarkdown
lmtest

Reverse Imports

BGGM