bfw

Bayesian Framework for Computational Modeling

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, <http://mcmc-jags.sourceforge.net/>). 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).

Total

5,200

Last month

342

Last week

75

Average per day

11

Daily downloads

Total downloads

Description file content

Package
bfw
Version
0.4.0
Date
2019-02-04
Title
Bayesian Framework for Computational Modeling
Maintainer
Øystein Olav Skaar
URL
BugReports
https://github.com/oeysan/bfw/issues/
Description
Derived from the work of Kruschke (2015, ), 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, ). 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).
SystemRequirements
JAGS >=4.3.0 , Java JDK >=1.4
Depends
R (>= 3.5.0),
Imports
coda (>= 0.19-1), MASS (>= 7.3-47), runjags (>= 2.0.4-2)
Suggests
covr (>= 3.1.0), circlize (>= 0.4.4), dplyr (>= 0.7.7), ggplot2 (>= 2.2.1), knitr (>= 1.20), lavaan (>= 0.6-1), magrittr (>= 1.5), officer (>= 0.3.1), plyr (>= 1.8.4), png (>= 0.1-7), psych (>= 1.7.8), rmarkdown (>= 1.10), rvg (>= 0.1.9), scales (>= 0.5.0), testthat (>= 2.0.0)
License
MIT + file LICENSE
Encoding
UTF-8
LazyData
true
RoxygenNote
6.1.1
VignetteBuilder
knitr
NeedsCompilation
no
Packaged
2019-02-04 13:05:55 UTC; oeysa
Author
Øystein Olav Skaar [aut, cre]
Repository
CRAN
Date/Publication
2019-02-04 14:53:21 UTC

install.packages('bfw')

0.4.0

5 months ago

https://github.com/oeysan/bfw/

Øystein Olav Skaar

MIT + file LICENSE

Depends on

R (>= 3.5.0),

Imports

coda (>= 0.19-1), MASS (>= 7.3-47), runjags (>= 2.0.4-2)

Suggests

covr (>= 3.1.0), circlize (>= 0.4.4), dplyr (>= 0.7.7), ggplot2 (>= 2.2.1), knitr (>= 1.20), lavaan (>= 0.6-1), magrittr (>= 1.5), officer (>= 0.3.1), plyr (>= 1.8.4), png (>= 0.1-7), psych (>= 1.7.8), rmarkdown (>= 1.10), rvg (>= 0.1.9), scales (>= 0.5.0), testthat (>= 2.0.0)

Discussions