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Bayesian Nonparametric Data Analysis

Overview of attention for book
Cover of 'Bayesian Nonparametric Data Analysis'

Table of Contents

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    Book Overview
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    Chapter 1 Introduction
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    Chapter 2 Density Estimation: DP Models
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    Chapter 3 Density Estimation: Models Beyond the DP
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    Chapter 4 Regression
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    Chapter 5 Categorical Data
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    Chapter 6 Survival Analysis
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    Chapter 7 Hierarchical Models
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    Chapter 8 Clustering and Feature Allocation
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    Chapter 9 Other Inference Problems and Conclusion
Attention for Chapter 1: Introduction
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