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: | 1.6.0 |
| Depends: | R (≥ 3.2.0) |
| Imports: | methods, abind, checkmate, rlang (≥ 1.0.6), stats, tibble (≥ 3.1.0), vctrs (≥ 0.5.0), 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, ggplot2, ggdist, rmarkdown |
| Published: | 2024-07-03 |
| DOI: | 10.32614/CRAN.package.posterior |
| 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], Noa Kallioinen [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 |
| Reference manual: | posterior.pdf |
| Vignettes: |
Pareto-khat diagnostics The posterior R package rvar: The Random Variable Datatype |
| Package source: | posterior_1.6.0.tar.gz |
| Windows binaries: | r-devel: posterior_1.6.0.zip, r-release: posterior_1.6.0.zip, r-oldrel: posterior_1.6.0.zip |
| macOS binaries: | r-release (arm64): posterior_1.6.0.tgz, r-oldrel (arm64): posterior_1.6.0.tgz, r-release (x86_64): posterior_1.6.0.tgz, r-oldrel (x86_64): posterior_1.6.0.tgz |
| Old sources: | posterior archive |
| Reverse imports: | BASiCS, bayesMeanScale, BayesMultiMode, bayesplot, brms, brms.mmrm, brmsmargins, bssm, bvhar, dapper, DSSP, dynamite, EBcoBART, EpiNow2, GUD, hdbayes, historicalborrow, historicalborrowlong, IJSE, jagstargets, lnmixsurv, loo, measr, miniLNM, multilevelmediation, mvgam, OncoBayes2, priorsense, psborrow2, reslr, rstanarm, tidybayes, tsnet, voi |
| Reverse suggests: | bayestestR, bennu, broom.mixed, bsitar, chkptstanr, easycensus, ggdist, marginaleffects, mcmcsae, MCMCvis, MSIMST, parameters, projpred, rvec, sccomp, shinystan, unmconf |
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