bang: Bayesian Analysis, No Gibbs

Provides functions for the Bayesian analysis of some simple commonly-used models, without using Markov Chain Monte Carlo (MCMC) methods such as Gibbs sampling. The 'rust' package <https://cran.r-project.org/package=rust> is used to simulate a random sample from the required posterior distribution, using the generalized ratio-of-uniforms method. See Wakefield, Gelfand and Smith (1991) <DOI:10.1007/BF01889987> for details. At the moment three conjugate hierarchical models are available: beta-binomial, gamma-Poisson and a 1-way analysis of variance (ANOVA).

Package details

AuthorPaul J. Northrop [aut, cre, cph], Benjamin D. Hall [aut, cph]
MaintainerPaul J. Northrop <p.northrop@ucl.ac.uk>
LicenseGPL (>= 2)
Version1.0.1
URL https://paulnorthrop.github.io/bang/ http://github.com/paulnorthrop/bang
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("bang")

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bang documentation built on March 26, 2020, 9:34 p.m.