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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 |
| 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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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.