Package: tidyposterior
Title: Bayesian Analysis to Compare Models using Resampling Statistics
Version: 1.0.2.9000
Authors@R: c(
    person("Max", "Kuhn", , "max@posit.co", role = c("aut", "cre"),
           comment = c(ORCID = "0000-0003-2402-136X")),
    person("Posit Software, PBC", role = c("cph", "fnd"),
           comment = c(ROR = "03wc8by49"))
  )
Description: Bayesian analysis used here to answer the question: "when
        looking at resampling results, are the differences between
        models 'real'?" To answer this, a model can be created were the
        performance statistic is the resampling statistics (e.g.
        accuracy or RMSE). These values are explained by the model
        types. In doing this, we can get parameter estimates for each
        model's affect on performance and make statistical (and
        practical) comparisons between models. The methods included
        here are similar to Benavoli et al (2017)
        <https://jmlr.org/papers/v18/16-305.html>.
License: MIT + file LICENSE
URL: https://tidyposterior.tidymodels.org,
        https://github.com/tidymodels/tidyposterior
BugReports: https://github.com/tidymodels/tidyposterior/issues
Depends: R (>= 4.1)
Imports: dplyr (> 1.0.0), generics, ggplot2 (>= 3.5.2), purrr, rlang,
        rsample (>= 0.0.2), rstanarm (>= 2.21.1), stats, tibble, tidyr
        (>= 0.7.1), tune (>= 0.2.0), utils, vctrs (>= 0.3.0),
        workflowsets
Suggests: covr, knitr, parsnip, rmarkdown, splines2, testthat (>=
        3.0.0), yardstick
VignetteBuilder: knitr
ByteCompile: true
Config/Needs/website: tidymodels, tidyverse/tidytemplate
Config/testthat/edition: 3
Config/usethis/last-upkeep: 2025-04-27
Encoding: UTF-8
LazyData: true
Roxygen: list(markdown = TRUE)
RoxygenNote: 7.3.2
Config/pak/sysreqs: cmake libglpk-dev make libicu-dev libuv1-dev
        libxml2-dev zlib1g-dev
Repository: https://tidymodels.r-universe.dev
Date/Publication: 2025-07-31 11:54:07 UTC
RemoteUrl: https://github.com/tidymodels/tidyposterior
RemoteRef: HEAD
RemoteSha: 3f8ee55d5f7daecc5bc8a94c5caac05acd3af4b0
NeedsCompilation: no
Packaged: 2026-06-22 10:34:28 UTC; root
Author: Max Kuhn [aut, cre] (ORCID: <https://orcid.org/0000-0003-2402-136X>),
  Posit Software, PBC [cph, fnd] (ROR: <https://ror.org/03wc8by49>)
Maintainer: Max Kuhn <max@posit.co>