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Provides functions for prior and likelihood sensitivity analysis in Bayesian models. Currently it implements methods to determine the sensitivity of the posterior to power-scaling perturbations of the prior and likelihood.
| Version: | 1.0.4 |
| Depends: | R (≥ 3.6.0) |
| Imports: | checkmate (≥ 2.3.1), ggdist (≥ 3.3.2), ggh4x (≥ 0.2.5), ggplot2 (≥ 3.5.1), matrixStats (≥ 1.3.0), methods, posterior (≥ 1.6.0), rlang (≥ 1.1.4), stats, tibble (≥ 3.2.1), utils |
| Suggests: | bayesplot (≥ 1.11.1), brms (≥ 2.22.0), cmdstanr (≥ 0.8.1), iwmm (≥ 0.0.1), knitr (≥ 1.47), philentropy (≥ 0.8.0), rstan (≥ 2.32.6), testthat (≥ 3.0.0), transport (≥ 0.15), rmarkdown (≥ 2.27) |
| Published: | 2024-11-01 |
| DOI: | 10.32614/CRAN.package.priorsense |
| Author: | Noa Kallioinen [aut, cre, cph], Topi Paananen [aut], Paul-Christian Bürkner [aut], Aki Vehtari [aut], Frank Weber [ctb] |
| Maintainer: | Noa Kallioinen <noa.kallioinen at aalto.fi> |
| License: | GPL (≥ 3) |
| URL: | https://n-kall.github.io/priorsense/ |
| NeedsCompilation: | no |
| Additional_repositories: | https://topipa.r-universe.dev, https://stan-dev.r-universe.dev |
| Citation: | priorsense citation info |
| Materials: | README NEWS |
| CRAN checks: | priorsense results |
| Reference manual: | priorsense.pdf |
| Vignettes: |
Power-scaling sensitivity analysis (source, R code) |
| Package source: | priorsense_1.0.4.tar.gz |
| Windows binaries: | r-devel: priorsense_1.0.4.zip, r-release: priorsense_1.0.4.zip, r-oldrel: priorsense_1.0.4.zip |
| macOS binaries: | r-release (arm64): priorsense_1.0.4.tgz, r-oldrel (arm64): priorsense_1.0.4.tgz, r-release (x86_64): priorsense_1.0.4.tgz, r-oldrel (x86_64): priorsense_1.0.4.tgz |
| Old sources: | priorsense archive |
| Reverse suggests: | brms |
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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
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