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.


Reference manual

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install.packages("label.switching")

1.8 by Panagiotis Papastamoulis, 7 years ago


Browse source code at https://github.com/cran/label.switching


Authors: Panagiotis Papastamoulis


Documentation:   PDF Manual  


GPL-2 license


Imports combinat, lpSolve


Imported by BAMBI, BCClong, BEND, BNSP, BayesBinMix, PLMIX, bpgmm, ddtlcm, fabMix, multinomialLogitMix, postlink, thamesblock.

Suggested by BayesMallows, BayesMallowsSMC2, dartR, dartR.base, dartR.popgen, thamesmix.


See at CRAN