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Bayesian Nonparametrics [2003]

1
Introduction: Why Bayesian Nonparametrics—An Overview and Summary
9
Preliminaries and the Finite Dimensional Case
57
<Emphasis Type="Italic">M</Emphasis>(χ) and Priors on <Emphasis Type="Italic">M</Emphasis>(χ)
87
Dirichlet and Polya tree process
121
Consistency Theorems
141
Density Estimation
181
Inference for Location Parameter
197
Regression Problems
221
Uniform Distribution on Infinite-Dimensional Spaces
237
Survival Analysis—Dirichlet Priors
253
Neutral to the Right Priors
281
Exercises
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