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Language: en
Pages: 448
Pages: 448
Type: BOOK - Published: 2015-07-25 - Publisher: Springer
As chapters in this book demonstrate, BNP has important uses in clinical sciences and inference for issues like unknown partitions in genomics. Nonparametric Ba
Language: en
Pages: 203
Pages: 203
Type: BOOK - Published: 2015-06-17 - Publisher: Springer
This book reviews nonparametric Bayesian methods and models that have proven useful in the context of data analysis. Rather than providing an encyclopedic revie
Language: en
Pages: 671
Pages: 671
Type: BOOK - Published: 2017-06-26 - Publisher: Cambridge University Press
Bayesian nonparametrics comes of age with this landmark text synthesizing theory, methodology and computation.
Language: en
Pages: 311
Pages: 311
Type: BOOK - Published: 2006-05-11 - Publisher: Springer Science & Business Media
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
Language: en
Pages: 656
Pages: 656
Type: BOOK - Published: 2017 - Publisher:
Explosive growth in computing power has made Bayesian methods for infinite-dimensional models - Bayesian nonparametrics - a nearly universal framework for infer