Provides useful tools for both users and developers of packages
for fitting Bayesian models or working with output from Bayesian models.
The primary goals of the package are to:
(a) Efficiently convert between many different useful formats of
draws (samples) from posterior or prior distributions.
(b) Provide consistent methods for operations commonly performed on draws,
for example, subsetting, binding, or mutating draws.
(c) Provide various summaries of draws in convenient formats.
(d) Provide lightweight implementations of state of the art posterior
inference diagnostics. References: Vehtari et al. (2021)
<doi:10.1214/20-BA1221>.
| Version: |
1.3.1 |
| Depends: |
R (≥ 3.2.0) |
| Imports: |
methods, abind, checkmate, rlang (≥ 0.4.7), stats, tibble (≥
3.0.0), vctrs, tensorA, pillar, distributional, parallel, matrixStats |
| Suggests: |
testthat (≥ 2.1.0), caret (≥ 6.0.84), gbm (≥ 2.1.8), randomForest (≥ 4.6.14), e1071 (≥ 1.7.3), dplyr, tidyr, knitr, rmarkdown |
| Published: |
2022-09-06 |
| Author: |
Paul-Christian Bürkner [aut, cre],
Jonah Gabry [aut],
Matthew Kay [aut],
Aki Vehtari [aut],
Måns Magnusson [ctb],
Rok Češnovar [ctb],
Ben Lambert [ctb],
Ozan Adıgüzel [ctb],
Jacob Socolar [ctb] |
| Maintainer: |
Paul-Christian Bürkner <paul.buerkner at gmail.com> |
| BugReports: |
https://github.com/stan-dev/posterior/issues |
| License: |
BSD_3_clause + file LICENSE |
| URL: |
https://mc-stan.org/posterior/, https://discourse.mc-stan.org/ |
| NeedsCompilation: |
no |
| Citation: |
posterior citation info |
| Materials: |
README NEWS |
| CRAN checks: |
posterior results |