×

Label.switching

swMATH ID: 14745
Software Authors: Papastamoulis, P.
Description: R package 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.
Homepage: https://cran.r-project.org/web/packages/label.switching/index.html
Source Code: https://github.com/cran/Label.switching
Dependencies: R
Keywords: jstatsoft.org; R; R package; label switching; mixture models; hidden Markov; MCMC
Related Software: R; Stan; CODA; JAGS; lpSolve; Mcmcpack; Rcpp; SPSS; RStan; fabMix; BayesBinMix; Rankcluster; PerMallows; prefmod; NUTS; BayesDA; BayesFM; LISREL; HDInterval; lavaan
Cited in: 20 Publications

Standard Articles

1 Publication describing the Software Year

Citations by Year