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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:

Please use the canonical form https://CRAN.R-project.org/package=label.switching to link to this page.

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.