Optimal Bayesian estimators for latent variable cluster models

Article, Preprint English OPEN
Rastelli, Riccardo; Friel, Nial;
  • Publisher: Springer US
  • Journal: Statistics and Computing, volume 28, issue 6, pages 1,169-1,186 (issn: 0960-3174)
  • Publisher copyright policies & self-archiving
  • Related identifiers: pmc: PMC6133164, doi: 10.1007/s11222-017-9786-y
  • Subject: Greedy optimisation | Markov chain Monte Carlo | Bayesian clustering, Cluster analysis, Greedy optimisation, Latent variable models, Markov chain Monte Carlo | Statistics - Methodology | Bayesian clustering | Latent variable models | Cluster analysis | Article

In cluster analysis interest lies in probabilistically capturing partitions of individuals, items or observations into groups, such that those belonging to the same group share similar attributes or relational profiles. Bayesian posterior samples for the latent allocati... View more
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