label.switching

Relabelling MCMC Outputs of Mixture Models

v1.8 · Jul 1, 2019 · GPL-2

Description

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.

Downloads

CRAN

927

Last 30 days

3718th

3.7K

Last 90 days

21.6K

Last year

Trend: -24.6% (30d vs prior 30d)

r2u CRAN

Last 30 days

Last 90 days

159

Last year

Trend: -23.3% (30d vs prior 30d)

CRAN Check Status

2 NOTE

11 OK

Show all 13 flavors

Flavor	Status	Time
r-devel-linux-x86_64-debian-clang	NOTE	34.8s
r-devel-linux-x86_64-debian-gcc	NOTE	26.9s
r-devel-linux-x86_64-fedora-clang	OK	51.8s
r-devel-linux-x86_64-fedora-gcc	OK	51.8s
r-devel-windows-x86_64	OK	77s
r-oldrel-macos-arm64	OK
r-oldrel-macos-x86_64	OK	48s
r-oldrel-windows-x86_64	OK	67s
r-patched-linux-x86_64	OK	32.2s
r-release-linux-x86_64	OK
r-release-macos-arm64	OK	12s
r-release-macos-x86_64	OK	44s
r-release-windows-x86_64	OK	101s

Check details (2 non-OK)

NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘Panagiotis Papastamoulis <papapast@yahoo.gr>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: person(given = "Panagiotis",
                    family = "Papastamoulis",
                    role = c("aut", "cre"),
                    email = "papapast@yahoo.gr")
as necessary.

NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Panagiotis Papastamoulis <papapast@yahoo.gr>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: person(given = "Panagiotis",
                    family = "Papastamoulis",
                    role = c("aut", "cre"),
                    email = "papapast@yahoo.gr")
as necessary.

Check History

NOTE 12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026

NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘Panagiotis Papastamoulis <papapast@yahoo.gr>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: person(given = "Panagiotis",
                    family = "Papastamoulis",
                    role = c("aut", "cre"),
                    email = "papapast@yahoo.gr")
as necessary.

NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Panagiotis Papastamoulis <papapast@yahoo.gr>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: person(given = "Panagiotis",
                    family = "Papastamoulis",
                    role = c("aut", "cre"),
                    email = "papapast@yahoo.gr")
as necessary.

Reverse Dependencies (16)

imports

BAMBI BCClong BEND BNSP BayesBinMix bpgmm ddtlcm fabMix multinomialLogitMix postlink

suggests

BayesMallows BayesMallowsSMC2 dartR dartR.base dartR.popgen thamesmix

Dependency Network

Version History

10 tracked

new 1.8 Mar 10, 2026

updated 1.8 ← 1.7 diff Jun 30, 2019

updated 1.7 ← 1.6 diff May 17, 2018

updated 1.6 ← 1.5 diff May 21, 2016

updated 1.5 ← 1.4 diff Jan 31, 2016

updated 1.4 ← 1.3 diff Jul 5, 2015

updated 1.3 ← 1.2 diff Nov 4, 2014

updated 1.2 ← 1.1 diff Dec 3, 2013

updated 1.1 ← 1.0 diff Oct 9, 2013

new 1.0 Sep 15, 2013