Holdings: Fundamentals of nonparametric Bayesian inference

Fundamentals of nonparametric Bayesian inference:

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Bibliographic Details
Main Authors:	Ghosal, Subhashis (Author), Vaart, Aad W. van der 1959- (Author)
Format:	Book
Language:	English
Published:	Cambridge ; New York, NY ; Port Melbourne ; Delhi ; Singapore Cambridge University Press [2017]
Series:	Cambridge series in statistical and probabilistic mathematics 44
Subjects:	Bayes-Inferenz Statistische Schlussweise Nonparametric statistics Bayesian statistical decision theory
Online Access:	Inhaltsverzeichnis Inhaltsverzeichnis
Item Description:	Hier auch später erschienene, unveränderte Nachdrucke
Physical Description:	xxiv, 646 Seiten
ISBN:	9780521878265

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MARC


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adam_text	Contents Expanded Contents Glossary of Symbols Preface page viii xvi xxi 1 Introduction 1 2 Priors on Function Spaces 10 3 Priors on Spaces of Probability Measures 25 4 Dirichlet Processes 59 5 Dirichlet Process Mixtures 102 6 Consistency: General Theory 123 7 Consistency: Examples 165 8 Contraction Rates: General Theory 192 9 Contraction Rates: Examples 233 10 Adaptation and Model Selection 270 11 Gaussian Process Priors 310 12 Infinite-Dimensional Bemstein-von Mises Theorem 361 13 Survival Analysis 391 14 Discrete Random Structures 437 Appendices 507 References Author Index Subject Index 623 638 642 vii
any_adam_object	1
author	Ghosal, Subhashis Vaart, Aad W. van der 1959-
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spelling	Ghosal, Subhashis (DE-588)1132587476 aut Fundamentals of nonparametric Bayesian inference Subhashis Ghosal, North Carolina State University, Aad van der Vaart, Leiden University Cambridge ; New York, NY ; Port Melbourne ; Delhi ; Singapore Cambridge University Press [2017] © 2017 xxiv, 646 Seiten txt rdacontent n rdamedia nc rdacarrier Cambridge series in statistical and probabilistic mathematics 44 Hier auch später erschienene, unveränderte Nachdrucke Bayes-Inferenz (DE-588)4648118-7 gnd rswk-swf Statistische Schlussweise (DE-588)4182963-3 gnd rswk-swf Nonparametric statistics Bayesian statistical decision theory Bayes-Inferenz (DE-588)4648118-7 s Statistische Schlussweise (DE-588)4182963-3 s DE-604 Vaart, Aad W. van der 1959- (DE-588)114474680 aut Cambridge series in statistical and probabilistic mathematics 44 (DE-604)BV011442366 44 https://www.loc.gov/catdir/enhancements/fy1702/2016056429-t.html Verlag Inhaltsverzeichnis Digitalisierung UB Passau - ADAM Catalogue Enrichment application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=029766849&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis
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subject_GND	(DE-588)4648118-7 (DE-588)4182963-3
title	Fundamentals of nonparametric Bayesian inference
title_auth	Fundamentals of nonparametric Bayesian inference
title_exact_search	Fundamentals of nonparametric Bayesian inference
title_full	Fundamentals of nonparametric Bayesian inference Subhashis Ghosal, North Carolina State University, Aad van der Vaart, Leiden University
title_fullStr	Fundamentals of nonparametric Bayesian inference Subhashis Ghosal, North Carolina State University, Aad van der Vaart, Leiden University
title_full_unstemmed	Fundamentals of nonparametric Bayesian inference Subhashis Ghosal, North Carolina State University, Aad van der Vaart, Leiden University
title_short	Fundamentals of nonparametric Bayesian inference
title_sort	fundamentals of nonparametric bayesian inference
topic	Bayes-Inferenz (DE-588)4648118-7 gnd Statistische Schlussweise (DE-588)4182963-3 gnd
topic_facet	Bayes-Inferenz Statistische Schlussweise
url	https://www.loc.gov/catdir/enhancements/fy1702/2016056429-t.html http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=029766849&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA
volume_link	(DE-604)BV011442366
work_keys_str_mv	AT ghosalsubhashis fundamentalsofnonparametricbayesianinference AT vaartaadwvander fundamentalsofnonparametricbayesianinference

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