<?xml version="1.0" encoding="UTF-8"?>
<oai_dc:dc xmlns:oai_dc="http://www.openarchives.org/OAI/2.0/oai_dc/" xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.openarchives.org/OAI/2.0/oai_dc/ http://www.openarchives.org/OAI/2.0/oai_dc.xsd">
  <dc:title>Bayesian Power Analysis Using 'brms' and 'INLA'</dc:title>
  <dc:title>R package powerbrmsINLA version 1.3.0</dc:title>
  <dc:description>Provides tools for Bayesian power analysis and assurance calculations using the statistical frameworks of 'brms' and 'INLA'. Includes simulation-based approaches, support for multiple decision rules (direction, threshold, ROPE), sequential designs, and visualisation helpers. Methods are based on Kruschke (2014, ISBN:9780124058880) "Doing Bayesian Data Analysis: A Tutorial with R, JAGS, and Stan", O'Hagan &amp; Stevens (2001) &lt;doi:10.1177/0272989X0102100307&gt; "Bayesian Assessment of Sample Size for Clinical Trials of Cost-Effectiveness", Kruschke (2018) &lt;doi:10.1177/2515245918771304&gt; "Rejecting or Accepting Parameter Values in Bayesian Estimation", Rue et al. (2009) &lt;doi:10.1111/j.1467-9868.2008.00700.x&gt; "Approximate Bayesian inference for latent Gaussian models by using integrated nested Laplace approximations", and Bürkner (2017) &lt;doi:10.18637/jss.v080.i01&gt; "brms: An R Package for Bayesian Multilevel Models using Stan".</dc:description>
  <dc:type>Software</dc:type>
  <dc:relation>Depends: R (&gt;= 4.1.0)</dc:relation>
  <dc:relation>Imports: brms (&gt;= 2.19.0), dplyr (&gt;= 1.1.0), ggplot2 (&gt;= 3.4.0),
pbapply, rlang (&gt;= 1.1.0), tibble (&gt;= 3.2.0), scales (&gt;=
1.2.0), viridisLite (&gt;= 0.4.0), stats, tools, utils, magrittr
(&gt;= 2.0.0)</dc:relation>
  <dc:relation>Suggests: INLA (&gt;= 22.05.07), testthat (&gt;= 3.0.0), rmarkdown, knitr,
MASS, circular, sn</dc:relation>
  <dc:creator>Tony Myers &lt;admyers@aol.com&gt;</dc:creator>
  <dc:publisher>Comprehensive R Archive Network (CRAN)</dc:publisher>
  <dc:contributor>Tony Myers [aut, cre] (ORCID: &lt;https://orcid.org/0000-0003-4516-4829&gt;)</dc:contributor>
  <dc:rights>MIT + file LICENSE (https://CRAN.R-project.org/package=powerbrmsINLA/LICENSE)</dc:rights>
  <dc:date>2026-07-02</dc:date>
  <dc:format>application/tgz</dc:format>
  <dc:identifier>https://CRAN.R-project.org/package=powerbrmsINLA</dc:identifier>
  <dc:identifier>doi:10.32614/CRAN.package.powerbrmsINLA</dc:identifier>
</oai_dc:dc>
