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: |
1.0.3 |
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: |
2024-10-01 |
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 |