posterior: Tools for Working with Posterior Distributions

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>.

Package details

AuthorPaul-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]
MaintainerPaul-Christian Bürkner <paul.buerkner@gmail.com>
LicenseBSD_3_clause + file LICENSE
Version1.0.1
URL https://mc-stan.org/posterior/ https://discourse.mc-stan.org/
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("posterior")

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posterior documentation built on July 14, 2021, 5:07 p.m.