Practical Nonparametric and Semiparametric Bayesian Statistics

Practical Nonparametric and Semiparametric Bayesian Statistics
Author: Dipak D. Dey
Publisher: Springer Science & Business Media
Total Pages: 376
Release: 2012-12-06
Genre: Mathematics
ISBN: 1461217326

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A compilation of original articles by Bayesian experts, this volume presents perspectives on recent developments on nonparametric and semiparametric methods in Bayesian statistics. The articles discuss how to conceptualize and develop Bayesian models using rich classes of nonparametric and semiparametric methods, how to use modern computational tools to summarize inferences, and how to apply these methodologies through the analysis of case studies.


Practical Nonparametric and Semiparametric Bayesian Statistics
Language: en
Pages: 376
Authors: Dipak D. Dey
Categories: Mathematics
Type: BOOK - Published: 2012-12-06 - Publisher: Springer Science & Business Media

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A compilation of original articles by Bayesian experts, this volume presents perspectives on recent developments on nonparametric and semiparametric methods in
Bayesian Nonparametrics
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Pages: 309
Authors: Nils Lid Hjort
Categories: Mathematics
Type: BOOK - Published: 2010-04-12 - Publisher: Cambridge University Press

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Bayesian nonparametrics works - theoretically, computationally. The theory provides highly flexible models whose complexity grows appropriately with the amount
Bayesian Non- and Semi-parametric Methods and Applications
Language: en
Pages: 219
Authors: Peter Rossi
Categories: Business & Economics
Type: BOOK - Published: 2014-04-27 - Publisher: Princeton University Press

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This book reviews and develops Bayesian non-parametric and semi-parametric methods for applications in microeconometrics and quantitative marketing. Most econom
Bayesian Nonparametrics
Language: en
Pages: 311
Authors: J.K. Ghosh
Categories: Mathematics
Type: BOOK - Published: 2006-05-11 - Publisher: Springer Science & Business Media

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This book is the first systematic treatment of Bayesian nonparametric methods and the theory behind them. It will also appeal to statisticians in general. The b
Fundamentals of Nonparametric Bayesian Inference
Language: en
Pages: 671
Authors: Subhashis Ghosal
Categories: Business & Economics
Type: BOOK - Published: 2017-06-26 - Publisher: Cambridge University Press

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Bayesian nonparametrics comes of age with this landmark text synthesizing theory, methodology and computation.