This package is considered a duplicate. The official version of this package is found at:https://oeysan.r-universe.dev/bfw

Package: bfw 0.4.2

Øystein Olav Skaar

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, <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).

Authors:Øystein Olav Skaar [aut, cre]

bfw_0.4.2.tar.gz
bfw_0.4.2.tar.gz(r-4.7-any)bfw_0.4.2.tar.gz(r-4.6-any)
bfw_0.4.2.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
bfw/json (API)
NEWS

# Install 'bfw' in R:

install.packages('bfw', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/oeysan/bfw/issues

Uses libs:

jags– Just Another Gibbs Sampler for Bayesian MCMC
c++– GNU Standard C++ Library v3

Datasets:

Cats - Dataset with Cats

On CRAN:

jags cpp

3.89 score 31 scripts 286 downloads 51 exports 61 dependencies

Last updated from:da40ecb91c. Checks:4 OK. Indexed: no.

Target	Result	Time
linux-devel-x86_64	OK	171
source / vignettes	OK	304
linux-release-x86_64	OK	176
wasm-release	OK	147

Exports:AddNames bfw CapWords ChangeNames ComputeHDI ContrastNames DiagMCMC DistinctColors ETA FileName FindEnvironment FlattenList GammaDist GetRange Interleave InverseHDI Layout MatrixCombn MergeMCMC MultiGrep Normalize PadVector ParseNumber ParsePlot PlotCirclize PlotData PlotMean PlotNominal PlotParam ReadFile RemoveEmpty RemoveGarbage RemoveSpaces RunContrasts RunMCMC SingleString StatsBernoulli StatsCovariate StatsFit StatsKappa StatsMean StatsMetric StatsNominal StatsRegression StatsSoftmax SumMCMC SumToZero TidyCode Trim TrimSplit VectorSub

Dependencies:askpass base64enc circlize cli coda colorspace cpp11 data.table digest dplyr farver fastmap fontBitstreamVera fontLiberation fontquiver gdtools generics ggplot2 GlobalOptions glue gtable htmltools isoband jsonlite labeling lattice lifecycle magrittr MASS officer openssl pillar pkgconfig plyr png purrr R6 ragg RColorBrewer Rcpp rlang runjags rvg S7 scales shape stringi stringr sys systemfonts textshaping tibble tidyr tidyselect utf8 uuid vctrs viridisLite withr xml2 zip

Fit Latent Data

Øystein Olav Skaar

Rendered fromfit_latent_data.Rmdusingknitr::rmarkdownon Jun 09 2026.

Last update: 2019-11-25
Started: 2018-06-15

Fit Observed Data

Øystein Olav Skaar

Rendered fromfit_observed_data.Rmdusingknitr::rmarkdownon Jun 09 2026.

Last update: 2019-11-25
Started: 2018-06-15

Plot Data

Øystein Olav Skaar

Rendered fromplot_mean.Rmdusingknitr::rmarkdownon Jun 09 2026.

Last update: 2018-11-04
Started: 2018-11-04

Predict Metric

Øystein Olav Skaar

Rendered frommetric.Rmdusingknitr::rmarkdownon Jun 09 2026.

Last update: 2019-11-25
Started: 2018-06-15

Regression

Øystein Olav Skaar

Rendered fromregression.Rmdusingknitr::rmarkdownon Jun 09 2026.

Last update: 2018-06-15
Started: 2018-06-15

Help page	Topics
Add Names	AddNames
Settings	bfw
Capitalize Words	CapWords
Dataset with Cats	Cats
Change Names	ChangeNames
Compute HDI	ComputeHDI
Contrast Names	ContrastNames
Diagnose MCMC	DiagMCMC
Distinct Colors	DistinctColors
ETA	ETA
File Name	FileName
Find Environment	FindEnvironment
Flatten List	FlattenList
Gamma Distribution	GammaDist
Get Range	GetRange
Interleave	Interleave
Compute Inverse HDI	InverseHDI
Layout	Layout
Matrix Combinations	MatrixCombn
Merge MCMC	MergeMCMC
Multi Grep	MultiGrep
Normalize	Normalize
Pad Vector	PadVector
Parse Numbers	ParseNumber
Parse Plot	ParsePlot
Circlize Plot	PlotCirclize
Plot Data	PlotData
Plot Mean	PlotMean
Plot Nominal	PlotNominal
Plot Param	PlotParam
Read File	ReadFile
Remove Empty	RemoveEmpty
Remove Garbage	RemoveGarbage
Remove Spaces	RemoveSpaces
Run Contrasts	RunContrasts
Run MCMC	RunMCMC
Single String	SingleString
Bernoulli Trials	StatsBernoulli
Covariate	StatsCovariate
Fit Data	StatsFit
Cohen's Kappa	StatsKappa
Mean Data	StatsMean
Predict Metric	StatsMetric
Predict Nominal	StatsNominal
Regression	StatsRegression
Softmax Regression	StatsSoftmax
Summarize MCMC	SumMCMC
Sum to Zero	SumToZero
Tidy Code	TidyCode
Trim	Trim
Trim Split	TrimSplit
Pattern Matching and Replacement From Vectors	VectorSub

Package: bfw 0.4.2

bfw: Bayesian Framework for Computational Modeling

Fit Latent Data

Fit Observed Data

Plot Data

Predict Metric

Regression

Citation

Readme and manuals

Help Manual

Usage by other packages (reverse dependencies)