BayesBinMix: Bayesian Estimation of Mixtures of Multivariate Bernoulli Distributions

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

Author
Panagiotis Papastamoulis
Date of publication
2016-09-09 18:03:55
Maintainer
Panagiotis Papastamoulis <papapast@yahoo.gr>
License
GPL-2
Version
1.3

View on CRAN

Man pages

allocationSamplerBinMix
The allocation sampler algorithm.
BayesBinMix-package
Bayesian Estimation of Mixtures of Multivariate Bernoulli...
collapsedGibbsBinMix
collapsed Gibbs sampler
complete.loglikelihood
complete log-likelihood
coupledMetropolis
Metropolis-coupled Markov chain Monte Carlo sampler
dealWithLabelSwitching
Label switching algorithms
dealWithLabelSwitchingMissing
Label switching algorithms for the case of missing data
gibbsBinMix
Standard Gibbs sampler
myDirichlet
Simulate from Dirichlet distribution
toSolve
An equation to solve

Files in this package

BayesBinMix
BayesBinMix/NAMESPACE
BayesBinMix/R
BayesBinMix/R/coupledMetropolis.R
BayesBinMix/MD5
BayesBinMix/DESCRIPTION
BayesBinMix/man
BayesBinMix/man/myDirichlet.Rd
BayesBinMix/man/dealWithLabelSwitching.Rd
BayesBinMix/man/toSolve.Rd
BayesBinMix/man/BayesBinMix-package.Rd
BayesBinMix/man/allocationSamplerBinMix.Rd
BayesBinMix/man/gibbsBinMix.Rd
BayesBinMix/man/collapsedGibbsBinMix.Rd
BayesBinMix/man/coupledMetropolis.Rd
BayesBinMix/man/dealWithLabelSwitchingMissing.Rd
BayesBinMix/man/complete.loglikelihood.Rd