bayesDiagnostics: Comprehensive Bayesian Model Diagnostics and Comparison Tools

Provides comprehensive tools for Bayesian model diagnostics and comparison. Includes prior sensitivity analysis, posterior predictive checks (Gelman et al. (2013) <doi:10.1201/b16018>), advanced model comparison using Pareto-smoothed importance sampling leave-one-out cross-validation (Vehtari et al. (2017) <doi:10.1007/s11222-016-9696-4>), convergence diagnostics, and prior elicitation tools. Integrates with 'brms' (Burkner (2017) <doi:10.18637/jss.v080.i01>), 'rstan', and 'rstanarm' packages for comprehensive Bayesian workflow diagnostics.

Version:	0.1.0
Depends:	R (≥ 4.1.0)
Imports:	brms (≥ 2.18.0), checkmate (≥ 2.1.0), ggplot2 (≥ 3.4.0), gridExtra, loo (≥ 2.5.0), posterior (≥ 1.0.0), matrixStats, bridgesampling, rstan (≥ 2.26.0), tidyr (≥ 1.3.0)
Suggests:	bayesplot (≥ 1.10.0), covr, knitr, magrittr (≥ 2.0.0), purrr (≥ 1.0.0), rmarkdown, rstanarm (≥ 2.21.0), scales (≥ 1.2.0), spelling, testthat (≥ 3.0.0), tibble (≥ 3.2.0), lme4
Published:	2026-01-14
DOI:	10.32614/CRAN.package.bayesDiagnostics (may not be active yet)
Author:	Ibrahim Kholil Rakib [aut, cre]
Maintainer:	Ibrahim Kholil Rakib <ikrakib1010 at gmail.com>
BugReports:	https://github.com/ikrakib/bayesDiagnostics/issues
License:	MIT + file LICENSE
URL:	https://github.com/ikrakib/bayesDiagnostics
NeedsCompilation:	no
Language:	en-US
Materials:	README, NEWS
CRAN checks:	bayesDiagnostics results

Documentation:

Reference manual:	bayesDiagnostics.html , bayesDiagnostics.pdf
Vignettes:	Introduction to bayesDiagnostics (source, R code)

Downloads:

Package source:	bayesDiagnostics_0.1.0.tar.gz
Windows binaries:	r-devel: not available, r-release: not available, r-oldrel: not available
macOS binaries:	r-release (arm64): bayesDiagnostics_0.1.0.tgz, r-oldrel (arm64): bayesDiagnostics_0.1.0.tgz, r-release (x86_64): bayesDiagnostics_0.1.0.tgz, r-oldrel (x86_64): bayesDiagnostics_0.1.0.tgz

Linking:

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