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Prior processes and their applications : nonparametric Bayesian estimation Titelvorschau
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Prior processes and their applications : nonparametric Bayesian estimation

Autor: Eswar G Phadia
Verlag: Heidelberg ; New York : Springer, ©2013.
Ausgabe/Medienart   E-Book : Dokument : EnglischAlle Ausgaben und Medienarten anzeigen
Zusammenfassung:
This book presents a systematic and comprehensive treatment of various prior processes that have been developed over the last four decades in order to deal with the Bayesian approach to solving some nonparametric inference problems. Applications of these priors in various estimation problems are presented. Starting with the famous Dirichlet process and its variants, the first part describes processes neutral to the  Weiterlesen…
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Gattung/Form: Electronic books
Physisches Format Print version:
Medienart: Dokument, Internetquelle
Dokumenttyp Internet-Ressource, Computerdatei
Alle Autoren: Eswar G Phadia
ISBN: 9783642392801 3642392806 9781299860865 1299860869
OCLC-Nummer: 856013004
Beschreibung: 1 online resource
Inhalt: Prior Processes --
Inference Based on Complete Data --
Inference Based on Incomplete Data.
Verfasserangabe: Eswar G. Phadia.

Abstract:

This book presents a systematic and comprehensive treatment of various prior processes that have been developed over the last four decades in order to deal with the Bayesian approach to solving some  Weiterlesen…

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From the book reviews:"The book under review is likely to be of use to graduate students and researchers interested in prior processes and their applications to Bayesian nonparametrics." (Ross S. Weiterlesen…

 
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