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 |
Reference manual: | label.switching.pdf |
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 imports: | BAMBI, BayesBinMix, BCClong, BEND, BNSP, bpgmm, ddtlcm, fabMix, multinomialLogitMix, PLMIX |
Reverse suggests: | BayesMallows, dartR, dartR.base, dartR.popgen |
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