Optimal Bayesian estimators for latent variable cluster models

DOI10.1007/s11222-017-9786-yzbMath1430.62140arXiv1607.02325OpenAlexW2509113027WikidataQ59607727 ScholiaQ59607727MaRDI QIDQ122296

Nial Friel, Riccardo Rastelli, Nial Friel

Publication date: 31 October 2017

Published in: Statistics and Computing (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1607.02325

zbMATH Keywords

Markov chain Monte Carlocluster analysislatent variable modelsBayesian clusteringblock modelsgreedy optimisation

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Bayesian inference (62F15) Numerical analysis or methods applied to Markov chains (65C40)

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Goodness-of-fit test for latent block models ⋮ A prior for record linkage based on allelic partitions ⋮ Fast Search and Estimation of Bayesian Nonparametric Mixture Models Using a Classification Annealing EM Algorithm ⋮ Random effects clustering in multilevel modeling: choosing a proper partition ⋮ BNPdensity: Bayesian nonparametric mixture modelling in R ⋮ Crime in Philadelphia: Bayesian Clustering with Particle Optimization ⋮ Bayesian subgroup analysis in regression using mixture models ⋮ Search Algorithms and Loss Functions for Bayesian Clustering ⋮ A Bayesian mixture model for clustering circular data ⋮ GreedyEPL ⋮ Optimal Bayesian clustering using non-negative matrix factorization ⋮ Scalable Bayesian Nonparametric Clustering and Classification ⋮ Bayesian nonparametric change point detection for multivariate time series with missing observations

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