label.switching: Relabelling MCMC Outputs of Mixture Models

The Bayesian estimation of mixture models (and more general hidden Markov models) suffers from the label switching phenomenon, making the MCMC output non-identifiable. This package can be used in order to deal with this problem using various relabelling algorithms.

Version: 1.8
Imports: combinat, lpSolve
Published: 2019-07-01
DOI: 10.32614/CRAN.package.label.switching
Author: Panagiotis Papastamoulis
Maintainer: Panagiotis Papastamoulis <papapast at yahoo.gr>
License: GPL-2
NeedsCompilation: no
Citation: label.switching citation info
CRAN checks: label.switching results

Documentation:

Reference manual: label.switching.pdf

Downloads:

Package source: label.switching_1.8.tar.gz
Windows binaries: r-devel: label.switching_1.8.zip, r-release: label.switching_1.8.zip, r-oldrel: label.switching_1.8.zip
macOS binaries: r-release (arm64): label.switching_1.8.tgz, r-oldrel (arm64): label.switching_1.8.tgz, r-release (x86_64): label.switching_1.8.tgz, r-oldrel (x86_64): label.switching_1.8.tgz
Old sources: label.switching archive

Reverse dependencies:

Reverse imports: BAMBI, BayesBinMix, BCClong, BEND, BNSP, bpgmm, ddtlcm, fabMix, multinomialLogitMix, PLMIX
Reverse suggests: BayesMallows, dartR, dartR.base, dartR.popgen

Linking:

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