CRAN/E | BayesTools

BayesTools

Tools for Bayesian Analyses

Installation

About

Provides tools for conducting Bayesian analyses and Bayesian model averaging (Kass and Raftery, 1995, doi:10.1080/01621459.1995.10476572, Hoeting et al., 1999, doi:10.1214/ss/1009212519). The package contains functions for creating a wide range of prior distribution objects, mixing posterior samples from 'JAGS' and 'Stan' models, plotting posterior distributions, and etc... The tools for working with prior distribution span from visualization, generating 'JAGS' and 'bridgesampling' syntax to basic functions such as rng, quantile, and distribution functions.

Citation BayesTools citation info
fbartos.github.io/BayesTools/
System requirements JAGS >= 4.3.0 (https://mcmc-jags.sourceforge.io/)
Bug report File report

Key Metrics

Version 0.2.17
Published 2024-02-20 60 days ago
Needs compilation? no
License GPL-3
CRAN checks BayesTools results

Downloads

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Maintainer

Maintainer

František Bartoš

f.bartos96@gmail.com

Authors

František Bartoš

aut / cre

Material

README
NEWS
Reference manual
Package source

Vignettes

Comparison to other R packages
Bayes factors via spike and slab prior vs. bridge sampling

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

BayesTools archive

Depends

stats

Imports

graphics
extraDistr
mvtnorm
coda
bridgesampling
parallel
ggplot2
Rdpack
rlang

Suggests

scales
testthat
vdiffr
covr
knitr
rstan
rjags
runjags
BayesFactor
rmarkdown

Reverse Imports

RoBMA
RoBSA
RoBTT