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Bayesian Nonparametrics [2003]
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Introduction: Why Bayesian Nonparametrics—An Overview and Summary
- 9
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Preliminaries and the Finite Dimensional Case
- 57
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<Emphasis Type="Italic">M</Emphasis>(χ) and Priors on <Emphasis Type="Italic">M</Emphasis>(χ)
- 87
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Dirichlet and Polya tree process
- 121
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Consistency Theorems
- 141
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Density Estimation
- 181
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Inference for Location Parameter
- 197
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Regression Problems
- 221
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Uniform Distribution on Infinite-Dimensional Spaces
- 237
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Survival Analysis—Dirichlet Priors
- 253
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Neutral to the Right Priors
- 281
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Exercises