✦ LIBER ✦

A bivariate Dirichlet process

✍ Scribed by Stephen Walker; Pietro Muliere

Book ID: 104302148
Publisher: Elsevier Science
Year: 2003
Tongue: English
Weight: 315 KB
Volume: 64
Category: Article
ISSN: 0167-7152
DOI: 10.1016/s0167-7152(03)00124-x

No coin nor oath required. For personal study only.

✦ Synopsis

This paper introduces a bivariate Dirichlet process for modelling a partially exchangeable sequence of observables. The proposed model would be relevant when two distributions are unknown but are thought to be close to each other. For two random distributions with the same marginals, the belief in the degree of closeness is expressed through the correlation between masses assigned to equal sets.

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