bfw: Bayesian Framework for Computational Modeling (original) (raw)
Derived from the work of Kruschke (2015, ISBN:9780124058880), the present package aims to provide a framework for conducting Bayesian analysis using Markov chain Monte Carlo (MCMC) sampling utilizing the Just Another Gibbs Sampler ('JAGS', Plummer, 2003, <https://mcmc-jags.sourceforge.io>). The initial version includes several modules for conducting Bayesian equivalents of chi-squared tests, analysis of variance (ANOVA), multiple (hierarchical) regression, softmax regression, and for fitting data (e.g., structural equation modeling).
| Version: | 0.4.2 |
|---|---|
| Depends: | R (≥ 3.5.0) |
| Imports: | circlize (≥ 0.4.4), coda (≥ 0.19-1), data.table (≥ 1.12.2), dplyr (≥ 0.7.7), ggplot2 (≥ 2.2.1), graphics, grDevices, grid, magrittr (≥ 1.5), MASS (≥ 7.3-47), officer (≥ 0.3.1), parallel, plyr (≥ 1.8.4), png (≥ 0.1-7), runjags (≥ 2.0.4-2), rvg (≥ 0.1.9), scales (≥ 0.5.0), stats, utils |
| Suggests: | testthat (≥ 3.0.0), knitr (≥ 1.20), lavaan (≥ 0.6-1), psych (≥ 1.7.8), rmarkdown (≥ 1.10) |
| Published: | 2022-02-22 |
| DOI: | 10.32614/CRAN.package.bfw |
| Author: | Øystein Olav Skaar [aut, cre] |
| Maintainer: | Øystein Olav Skaar |
| BugReports: | https://github.com/oeysan/bfw/issues/ |
| License: | MIT + file |
| URL: | https://github.com/oeysan/bfw/ |
| NeedsCompilation: | no |
| SystemRequirements: | JAGS >=4.3.0 https://mcmc-jags.sourceforge.io, Java JDK >=1.4 https://www.java.com/en/download/manual.jsp |
| Materials: | README, NEWS |
| CRAN checks: | bfw results |
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