A Bayesian mixture model for clustering circular data
type: Item
instance of: scholarly article
title: A Bayesian mixture model for clustering circular data
author: Carlos E. Rodríguez
author: Gabriel Escarela
author: Gabriel Nuñez-Antonio
published in: Computational Statistics and Data Analysis
publication date: 2019-11-22T00:00:00Z
Mathematics Subject Classification ID: 62-XX
zbMATH DE Number: 7135555
zbMATH Keywords: classification
zbMATH Keywords: label switching
zbMATH Keywords: projected normal
zbMATH Keywords: slice sampler
zbMATH Keywords: reversible jump
describes a project that uses: mclust
describes a project that uses: CLUES
describes a project that uses: CircStats
describes a project that uses: circular
MaRDI profile type: Publication
full work available at URL: j.csda.2019.106842
OpenAlex ID: W2976439543
cites work: A Note on Circular Nonparametrical Classification
cites work: Assignment Problems
cites work: Reversible Jump, Birth-and-Death and More General Continuous Time Markov Chain Monte Carlo Samplers
cites work: On some properties of the scan statistic on the circle and the line
cites work: Q4298912
cites work: Bayesian Density Estimation and Inference Using Mixtures
cites work: Handbook of Mixture Analysis
cites work: Semiparametric Bayesian Techniques for Problems in Circular Data
cites work: Reversible jump Markov chain Monte Carlo computation and Bayesian model determination
cites work: The general projected normal distribution of arbitrary dimension: modeling and Bayesian inference
cites work: Topics in circular statistics. With 1 IBM-PC floppy disk (3. 5 inch, HD)
cites work: Q5684990
cites work: Least squares quantization in PCM
cites work: Least circular distance regression for directional data
cites work: Model-based clustering based on sparse finite Gaussian mixtures
cites work: Q5656211
cites work: Semiparametric Bayesian circular statistics
cites work: A Bayesian analysis of directional data using the projected normal distribution
cites work: Optimal Bayesian estimators for latent variable cluster models
cites work: Q4363930
cites work: Univariate Bayesian nonparametric mixture modeling with unimodal kernels
cites work: Bayesian analysis of mixture models with an unknown number of components\,--\,an alternative to reversible jump methods.
cites work: Dealing With Label Switching in Mixture Models
cites work: Markov chains for exploring posterior distributions. (With discussion)
cites work: Directional data analysis under the general projected normal distribution
Wikidata QID: Q127200182
DOI: 10.1016/J.CSDA.2019.106842
description: scientific article; zbMATH DE number 7135555