Package: BayesVolcano
Title: Creating Volcano Plots from Bayesian Model Posteriors
Version: 1.0.1
Authors@R: 
  c(person(given="Katja",family= "Danielzik", email="katja.danielzik@uni-due.de", 
           role = c("aut", "cre","cph"),
           comment=c(ORCID="0009-0007-5021-6212")),
    person(given="Simo",family="Kitanovski",role=c("aut","ctb"),
           comment=c(ORCID="0000-0003-2909-5376")),
    person(given="Daniel",family="Hoffmann",role="aut",
           comment=c(ORCID="0000-0003-2973-7869")))
URL: https://github.com/KatjaDanielzik/BayesVolcano
BugReports: https://github.com/KatjaDanielzik/BayesVolcano/issues
Description: Bayesian models are used to estimate effect sizes (e.g.,
        gene expression changes, protein abundance differences, drug
        response effects) while accounting for uncertainty, small
        sample sizes, and complex experimental designs. However,
        Bayesian posteriors of models with many parameters are often
        difficult to interpret at a glance. One way to quickly identify
        important biological changes based on frequentist analysis are
        volcano plots (using fold-changes and p-values). Bayesian
        volcano plots bring together the explicit treatment of
        uncertainty in Bayesian models and the familiar visualization
        of volcano plots.
License: GPL (>= 3)
Encoding: UTF-8
Roxygen: list(markdown = TRUE)
RoxygenNote: 7.3.3
Depends: R (>= 4.5)
Imports: ggplot2, HDInterval, purrr, dplyr, magrittr, tidyr
Suggests: brms, rstan, knitr, rmarkdown, testthat (>= 3.0.0)
LazyData: true
Config/testthat/edition: 3
VignetteBuilder: knitr
Config/pak/sysreqs: libicu-dev
Repository: https://katjadanielzik.r-universe.dev
Date/Publication: 2026-07-07 15:40:38 UTC
RemoteUrl: https://github.com/katjadanielzik/bayesvolcano
RemoteRef: HEAD
RemoteSha: 7935bd36571456e41b97d1abfcf65b51d644db01
NeedsCompilation: no
Packaged: 2026-10-05 10:51:47 UTC; root
Author: Katja Danielzik [aut, cre, cph] (ORCID:
    <https://orcid.org/0009-0007-5021-6212>),
  Simo Kitanovski [aut, ctb] (ORCID:
    <https://orcid.org/0000-0003-2909-5376>),
  Daniel Hoffmann [aut] (ORCID: <https://orcid.org/0000-0003-2973-7869>)
Maintainer: Katja Danielzik <katja.danielzik@uni-due.de>