Posterior consistency of Dirichlet mixtures in density estimation
type: Item
instance of: scholarly article
title: Posterior consistency of Dirichlet mixtures in density estimation
zbMATH Open document ID: 0932.62043
author: Jayanta K. Ghosh
author: R. V. Ramamoorthi
author: Subhashis Ghosal
published in: The Annals of Statistics
publication date: 1999-11-09T00:00:00Z
Mathematics Subject Classification ID: 62G07
Mathematics Subject Classification ID: 62G20
Mathematics Subject Classification ID: 62F15
zbMATH DE Number: 1359621
zbMATH Keywords: Dirichlet process
zbMATH Keywords: posterior consistency
zbMATH Keywords: posterior distribution
zbMATH Keywords: weak consistency
zbMATH Keywords: strong consistency
zbMATH Keywords: mixture
MaRDI profile type: Publication
full work available at URL: https://doi.org/10.1214/aos/1018031105
OpenAlex ID: W1548584376
cites work: Uniformly powerful goodness of fit tests
cites work: Q4510963
cites work: The consistency of posterior distributions in nonparametric problems
cites work: The tails of probabilities chosen from a Dirichlet prior
cites work: Q3221194
cites work: Bayes Risk Consistency of Nonparametric Bayes Density Estimates2
cites work: On a class of Bayesian nonparametric estimates: I. Density estimates
cites work: Convergence of estimates under dimensionality restrictions
cites work: Practical Bayesian Density Estimation Using Mixtures of Normals
cites work: On Bayes procedures
cites work: Weak convergence and empirical processes. With applications to statistics
cites work: Q4872035
DOI: 10.1214/AOS/1018031105
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description: scientific article; zbMATH DE number 1359621