bayestestR: Understand and Describe Bayesian Models and Posterior Distributions (original) (raw)
Provides utilities to describe posterior distributions and Bayesian models. It includes point-estimates such as Maximum A Posteriori (MAP), measures of dispersion (Highest Density Interval - HDI; Kruschke, 2015 <doi:10.1016/C2012-0-00477-2>) and indices used for null-hypothesis testing (such as ROPE percentage, pd and Bayes factors). References: Makowski et al. (2021) <doi:10.21105/joss.01541>.
Version: | 0.15.0 |
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Depends: | R (≥ 3.6) |
Imports: | insight (≥ 0.20.5), datawizard (≥ 0.13.0), graphics, methods, stats, utils |
Suggests: | BayesFactor (≥ 0.9.12-4.4), bayesQR, bayesplot, betareg, BH, blavaan, bridgesampling, brms, collapse, curl, effectsize, emmeans, gamm4, ggdist, ggplot2, glmmTMB, httr2, KernSmooth, knitr, lavaan, lme4, logspline (≥ 2.1.21), marginaleffects (≥ 0.21.0), MASS, mclust, mediation, modelbased, ordbetareg, parameters, patchwork, performance, quadprog, posterior, RcppEigen, rmarkdown, rstan, rstanarm, see (≥ 0.8.5), testthat, tweedie, withr |
Published: | 2024-10-17 |
DOI: | 10.32614/CRAN.package.bayestestR |
Author: | Dominique Makowski [aut, cre], Daniel Lüdecke [aut], Mattan S. Ben-Shachar [aut], Indrajeet Patil [aut], Micah K. Wilson [aut], Brenton M. Wiernik [aut], Paul-Christian Bürkner [rev], Tristan Mahr [rev], Henrik Singmann [ctb], Quentin F. Gronau [ctb], Sam Crawley [ctb] |
Maintainer: | Dominique Makowski <dom.makowski at gmail.com> |
BugReports: | https://github.com/easystats/bayestestR/issues |
License: | GPL-3 |
URL: | https://easystats.github.io/bayestestR/ |
NeedsCompilation: | no |
Language: | en-US |
Citation: | bayestestR citation info |
Materials: | README NEWS |
In views: | Bayesian |
CRAN checks: | bayestestR results |
Documentation:
Downloads:
Reverse dependencies:
Reverse imports: | bayesMeanScale, brmsmargins, clinicalsignificance, correlation, easystats, eDNAjoint, effectsize, fbst, modelbased, multifear, multilevelcoda, neatStats, parameters, pcvr, performance, psycho, report, rstanbdp, see, sjPlot, snSMART, SSVS |
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Reverse suggests: | datawizard, emmeans, ggeffects, insight, nichetools, ordbetareg, statsExpressions |
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