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{ "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.", "item_img_path" : "https://covers2.booksamillion.com/covers/bam/3/31/936/842/3319368427_b.jpg", "price_data" : { "retail_price" : "139.99", "online_price" : "139.99", "our_price" : "139.99", "club_price" : "139.99", "savings_pct" : "0", "savings_amt" : "0.00", "club_savings_pct" : "0", "club_savings_amt" : "0.00", "discount_pct" : "10", "store_price" : "" } }
Bayesian Nonparametric Data Analysis|Peter Müller

Bayesian Nonparametric Data Analysis

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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.

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Details

  • ISBN-13: 9783319368429
  • ISBN-10: 3319368427
  • Publisher: Springer
  • Publish Date: October 2016
  • Dimensions: 9.21 x 6.14 x 0.44 inches
  • Shipping Weight: 0.66 pounds
  • Page Count: 193

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