Items related to Bayesian Nonparametric Data Analysis

9783319189697: Bayesian Nonparametric Data Analysis
Softcover
ISBN 10: 3319189697 ISBN 13: 9783319189697
Publisher: Springer, 2015

This specific ISBN edition is currently not available.

Synopsis

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.

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Publisher
Springer
Publication date
2015
Language
English
ISBN 10 
3319189697
ISBN 13 
9783319189697
Binding
Paperback
Number of pages
208