Posterior contraction of the population polytope in finite admixture models

DOI10.3150/13-BEJ582zbMath1368.62288arXiv1206.0068MaRDI QIDQ2345135

XuanLong Nguyen

Publication date: 19 May 2015

Published in: Bernoulli (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1206.0068

zbMATH Keywords

Hausdorff metricadmixture modelspopulation polytope

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Applications of statistics to biology and medical sciences; meta analysis (62P10) Genetics and epigenetics (92D10) Convex sets in (n) dimensions (including convex hypersurfaces) (52A20)

Related Items

Borrowing strengh in hierarchical Bayes: posterior concentration of the Dirichlet base measure, Polytope contractions within Weyl group symmetries, Learning Topic Models: Identifiability and Finite-Sample Analysis, Convergence rates of latent topic models under relaxed identifiability conditions, On posterior contraction of parameters and interpretability in Bayesian mixture modeling, Latent nested nonparametric priors (with discussion), Inference for the Number of Topics in the Latent Dirichlet Allocation Model via Bayesian Mixture Modeling, Convergence of de Finetti's mixing measure in latent structure models for observed exchangeable sequences, Unnamed Item

Uses Software

• MixMoGenD
• STRUCTURE

Cites Work

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