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 all top 5 Cited by 45 Authors 3 Papastamoulis, Panagiotis 2 Mollica, Cristina 2 Okada, Kensuke 2 Tardella, Luca 1 Aliverti, Emanuele 1 Arjas, Elja 1 Benoit, Dries F. 1 Chai, Christine P. 1 Crispino, Marta 1 Daley, Timothy 1 Deschrijver, Dirk 1 Develder, Chris 1 Durante, Daniele 1 Egidi, Leonardo 1 Fiecas, Mark 1 Finkenstädt, Bärbel F. 1 Frigessi, Arnoldo 1 Galimberti, Giuliano 1 Hadj-Amar, Beniamino 1 Huckstepp, Robert 1 Im, Yunju 1 Selland Kleppe, Tore 1 Kunkel, Deborah 1 Lee, Jeong Eun 1 Lee, Michael D. 1 Lin, Zhixiang 1 Ma, Shining 1 Mayekawa, Shinichi 1 Ntzoufras, Ioannis 1 Oglend, Atle 1 Osmundsen, Kjartan Kloster 1 Pappadà, Roberta 1 Pauli, Francesco 1 Peruggia, Mario 1 Ranciati, Saverio 1 Sadeghianpourhamami, Nasrin 1 Soffritti, Gabriele 1 Sørensen, Øystein 1 Tan, Aixin 1 Templin, Jonathan L. 1 Torelli, Nicola 1 Vitelli, Valeria 1 Wong, Wing Hung 1 Yamaguchi, Kazuhiro 1 Zamanighomi, Mahdi all top 5 Cited in 17 Serials 3 Statistics and Computing 2 Computational Statistics and Data Analysis 1 Psychometrika 1 Journal of Mathematical Psychology 1 Journal of Classification 1 Statistical Science 1 Computational Statistics 1 Applied Mathematical Modelling 1 Communications in Statistics. Simulation and Computation 1 Journal of Statistical Computation and Simulation 1 Journal of Machine Learning Research (JMLR) 1 REVSTAT 1 Statistical Methods and Applications 1 Statistical Analysis and Data Mining 1 Electronic Journal of Statistics 1 The Annals of Applied Statistics 1 Bayesian Analysis all top 5 Cited in 6 Fields 20 Statistics (62-XX) 3 Computer science (68-XX) 2 Numerical analysis (65-XX) 1 Probability theory and stochastic processes (60-XX) 1 Astronomy and astrophysics (85-XX) 1 Game theory, economics, finance, and other social and behavioral sciences (91-XX) Citations by Year