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: 1.6.1 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: 2025-02-27 DOI: 10.32614/CRAN.package.posterior Author: Paul-Christian Bürkner [aut, cre], Jonah Gabry [aut], Matthew Kay [aut], Aki Vehtari [aut], MÃ¥ns Magnusson [ctb], Rok ÄeÅ¡novar [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 Documentation: Downloads: Reverse dependencies: Reverse imports: BASiCS, BayesERtools, bayesMeanScale, BayesMultiMode, bayesplot, BMIselect, brms, brms.mmrm, brmsmargins, bssm, bvhar, ClustIRR, dapper, DSSP, dynamite, EBcoBART, EpiNow2, footBayes, GUD, hdbayes, historicalborrow, historicalborrowlong, IJSE, intervalpsych, jagstargets, lnmixsurv, loo, measr, miniLNM, multilevelcoda, multilevelmediation, mvgam, OncoBayes2, priorsense, psborrow2, reslr, rstanarm, rstanemax, survextrap, tidybayes, tsnet, voi Reverse suggests: bayestestR, bennu, broom.mixed, bsitar, chkptstanr, easycensus, ggdist, marginaleffects, mcmcsae, MCMCvis, MSIMST, parameters, projpred, rmcmc, rvec, sccomp, shinystan, unmconf Linking:Please use the canonical form https://CRAN.R-project.org/package=posterior to link to this page.
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