{
"item_title" : "Bayesian Nonparametric Data Analysis",
"item_author" : [" Peter Müller", "Fernando Andres Quintana", "Alejandro Jara "],
"item_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.",
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Bayesian Nonparametric Data Analysis
Overview
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.
This item is Non-Returnable
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Details
- ISBN-13: 9783319189673
- ISBN-10: 3319189670
- Publisher: Springer
- Publish Date: June 2015
- Dimensions: 9.21 x 6.14 x 0.5 inches
- Shipping Weight: 1.03 pounds
- Page Count: 193
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