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: | 1.2.0 |
| Depends: | R (≥ 4.1.0) |
| Imports: | checkmate (≥ 2.3.1),ggdist (≥ 3.3.2),ggh4x (≥ 0.2.5),ggplot2 (≥ 4.0.0), grDevices (≥ 3.6.2),matrixStats (≥1.3.0),posterior (≥ 1.6.0),rlang (≥ 1.1.4), stats,tibble (≥ 3.2.1), utils |
| Suggests: | bayesplot (≥ 1.11.1),brms (≥ 2.23.0), cmdstanr (≥ 0.8.1), iwmm (≥ 0.0.1),philentropy (≥ 0.8.0),quarto (≥ 1.4.4),R2jags (≥ 0.8),rstan (≥ 2.32.6),testthat (≥ 3.0.0),transport (≥ 0.15),vdiffr (≥ 1.0.8) |
| Published: | 2025-10-28 |
| 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> |
| BugReports: | https://github.com/n-kall/priorsense/issues |
| License: | GPL (≥ 3) |
| URL: | https://github.com/n-kall/priorsense,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 |