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BayesBinMix (version 1.4.2)

Bayesian Estimation of Mixtures of Multivariate Bernoulli Distributions

Description

Fully Bayesian inference for estimating the number of clusters and related parameters to heterogeneous binary data.

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Version

Install

install.packages('BayesBinMix')

Monthly Downloads

442

Version

1.4.2

License

GPL-2

Maintainer

Panagiotis Papastamoulis

Last Published

August 20th, 2026

Functions in BayesBinMix (1.4.2)

complete.loglikelihood

complete log-likelihood
collapsedGibbsBinMix

collapsed Gibbs sampler
gibbsBinMix

Standard Gibbs sampler
coupledMetropolis

Metropolis-coupled Markov chain Monte Carlo sampler
BayesBinMix-package

Bayesian Estimation of Mixtures of Multivariate Bernoulli Distributions
allocationSamplerBinMix

The allocation sampler algorithm.
print.bbm.object

Print function
dealWithLabelSwitchingMissing

Label switching algorithms for the case of missing data
toSolve

An equation to solve
myDirichlet

Simulate from Dirichlet distribution
dealWithLabelSwitching

Label switching algorithms