A Beta process prior with selective likelihood updating produces a consistent Bayesian nonparametric estimator for bivariate survival functions, unlike the inconsistent Dirichlet process posterior.
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An extended preface and introductory overview to the 2010 book on Bayesian nonparametrics, covering motivation, book contents, field history, and future challenges.
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Bayesian bivariate survival estimation
A Beta process prior with selective likelihood updating produces a consistent Bayesian nonparametric estimator for bivariate survival functions, unlike the inconsistent Dirichlet process posterior.
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Bayesian Nonparametrics: Principles and Practice
An extended preface and introductory overview to the 2010 book on Bayesian nonparametrics, covering motivation, book contents, field history, and future challenges.