Package: bayesDiagnostics
Type: Package
Title: Comprehensive Bayesian Model Diagnostics and Comparison Tools
Version: 0.1.0
Authors@R: 
    person("Ibrahim Kholil", "Rakib", , "ikrakib1010@gmail.com", role = c("aut", "cre"))
Description: 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.
License: MIT + file LICENSE
Encoding: UTF-8
Roxygen: list(markdown = TRUE)
RoxygenNote: 7.3.3
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
VignetteBuilder: knitr
URL: https://github.com/ikrakib/bayesDiagnostics
BugReports: https://github.com/ikrakib/bayesDiagnostics/issues
Language: en-US
Config/testthat/edition: 3
Config/pak/sysreqs: cmake make libicu-dev
Repository: https://ikrakib.r-universe.dev
Date/Publication: 2026-08-02 07:34:16 UTC
RemoteUrl: https://github.com/ikrakib/bayesdiagnostics
RemoteRef: HEAD
RemoteSha: 19a7dbcba9532eca1b5130c0c411e3b02560338c
NeedsCompilation: no
Packaged: 2026-10-09 12:02:33 UTC; root
Author: Ibrahim Kholil Rakib [aut, cre]
Maintainer: Ibrahim Kholil Rakib <ikrakib1010@gmail.com>