Prior Distributions on Spaces of Probability Measures

Thomas S. Ferguson

doi:10.1214/aos/1176342752

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Home > Journals > Ann. Statist. > Volume 2 > Issue 4 > Article

July, 1974 Prior Distributions on Spaces of Probability Measures

Thomas S. Ferguson

Ann. Statist. 2(4): 615-629 (July, 1974). DOI: 10.1214/aos/1176342752

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Abstract

Methods of generating prior distributions on spaces of probability measures for use in Bayesian nonparametric inference are reviewed with special emphasis on the Dirichlet processes, the tailfree processes, and processes neutral to the right. Some applications are given.

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Thomas S. Ferguson. "Prior Distributions on Spaces of Probability Measures." Ann. Statist. 2 (4) 615 - 629, July, 1974. https://doi.org/10.1214/aos/1176342752

Information

Published: July, 1974

First available in Project Euclid: 12 April 2007

zbMATH: 0286.62008

MathSciNet: MR438568

Digital Object Identifier: 10.1214/aos/1176342752

Subjects:

Primary: 62C10

Secondary: 60B05

Keywords: adaptive investment , adaptive sampling with recall , Bayesian nonparametric inference , characterization of distributions , Dirichlet process , neutral to the right , Prior distributions , tailfree processes

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