Comprehensive Bayesian Model Diagnostics and Comparison Tools R package bayesDiagnostics version 0.1.0 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. Software 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 Ibrahim Kholil Rakib <ikrakib1010@gmail.com> Comprehensive R Archive Network (CRAN) Ibrahim Kholil Rakib [aut, cre] MIT + file LICENSE (https://CRAN.R-project.org/package=bayesDiagnostics/LICENSE) 2026-01-14 application/tgz https://CRAN.R-project.org/package=bayesDiagnostics doi:10.32614/CRAN.package.bayesDiagnostics en-US