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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 |
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| Author | Paul J. Northrop [aut, cre, cph], Benjamin D. Hall [aut, cph] |
| Maintainer | Paul J. Northrop <p.northrop@ucl.ac.uk> |
| License | GPL (>= 2) |
| Version | 1.0.2 |
| URL | https://paulnorthrop.github.io/bang/ https://github.com/paulnorthrop/bang |
| Package repository | View on CRAN |
| Installation |
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