A generalized constructive definition for the Dirichlet process

DOI10.1016/J.SPL.2008.04.001zbMath1151.60331OpenAlexW1975784453MaRDI QIDQ952887

Stephen G. Walker, Stefano Favaro

Publication date: 14 November 2008

Published in: Statistics \& Probability Letters (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.spl.2008.04.001

Mathematics Subject Classification ID

Bayesian inference (62F15) Random measures (60G57)

Related Items (2)

On a Gibbs sampler based random process in Bayesian nonparametrics ⋮ A class of measure-valued Markov chains and Bayesian nonparametrics

Cites Work

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• Discreteness of Ferguson selections
• Ferguson distributions via Polya urn schemes
• Prior distributions on spaces of probability measures
• Functionals of Dirichlet processes, the Cifarelli-Regazzini identity and beta-gamma processes
• A Bayesian analysis of some nonparametric problems
• Approximating distributions of random functionals of Ferguson-Dirichlet priors
• Exact and approximate sum representations for the Dirichlet process
• Some Properties of Beta and Gamma Distributions
• Markov chain Monte Carlo estimation of the law of the mean of a Dirichlet process

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