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Bayesian Nonparametric Data Analysis (Hardcover)

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Description


Preface.- Acronyms.- 1.Introduction.- 2.Density Estimation - DP Models.- 3.Density Estimation - Models Beyond the DP.- 4.Regression.- 5.Categorical Data.- 6.Survival Analysis.- 7.Hierarchical Models.- 8.Clustering and Feature Allocation.- 9.Other Inference Problems and Conclusions.- Appendix: DP package.

Product Details
ISBN: 9783319189673
ISBN-10: 3319189670
Publisher: Springer
Publication Date: June 26th, 2015
Pages: 193
Language: English
Series: Springer Series in Statistics