BayesBinMix: Bayesian Estimation of Mixtures of Multivariate Bernoulli Distributions
Version 1.4

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

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AuthorPanagiotis Papastamoulis
Date of publication2017-01-15 17:21:11
MaintainerPanagiotis Papastamoulis <papapast@yahoo.gr>
LicenseGPL-2
Version1.4
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("BayesBinMix")

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
print.bbm.object: Print function
toSolve: An equation to solve

Functions

BayesBinMix Man page
BayesBinMix-package Man page
allocationSamplerBinMix Man page Source code
collapsedGibbsBinMix Man page Source code
complete.loglikelihood Man page Source code
coupledMetropolis Man page Source code
dealWithLabelSwitching Man page Source code
dealWithLabelSwitchingMissing Man page Source code
gibbsBinMix Man page Source code
myDirichlet Man page Source code
print.bbm.object Man page Source code
toSolve Man page Source code

Files

NAMESPACE
R
R/coupledMetropolis.R
MD5
DESCRIPTION
man
man/myDirichlet.Rd
man/print.bbm.object.Rd
man/dealWithLabelSwitching.Rd
man/toSolve.Rd
man/BayesBinMix-package.Rd
man/allocationSamplerBinMix.Rd
man/gibbsBinMix.Rd
man/collapsedGibbsBinMix.Rd
man/coupledMetropolis.Rd
man/dealWithLabelSwitchingMissing.Rd
man/complete.loglikelihood.Rd
BayesBinMix documentation built on May 19, 2017, 6:57 a.m.