Fundamentals of nonparametric Bayesian inference:
Gespeichert in:
| Hauptverfasser: | , |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
Cambridge ; New York, NY ; Port Melbourne ; Delhi ; Singapore
Cambridge University Press
[2017]
|
| Schriftenreihe: | Cambridge series in statistical and probabilistic mathematics
44 |
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis Inhaltsverzeichnis |
| Beschreibung: | Hier auch später erschienene, unveränderte Nachdrucke |
| Beschreibung: | xxiv, 646 Seiten |
| ISBN: | 9780521878265 |
Internformat
MARC
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Datensatz im Suchindex
| _version_ | 1804177614542209024 |
|---|---|
| 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- |
| author_GND | (DE-588)1132587476 (DE-588)114474680 |
| author_facet | Ghosal, Subhashis Vaart, Aad W. van der 1959- |
| author_role | aut aut |
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| building | Verbundindex |
| bvnumber | BV044364280 |
| callnumber-first | Q - Science |
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| callnumber-subject | QA - Mathematics |
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| classification_tum | MAT 626f |
| ctrlnum | (OCoLC)989971892 (DE-599)BSZ488897734 |
| dewey-full | 519.542 |
| dewey-hundreds | 500 - Natural sciences and mathematics |
| dewey-ones | 519 - Probabilities and applied mathematics |
| dewey-raw | 519.542 |
| dewey-search | 519.542 |
| dewey-sort | 3519.542 |
| dewey-tens | 510 - Mathematics |
| discipline | Mathematik Wirtschaftswissenschaften |
| format | Book |
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| id | DE-604.BV044364280 |
| illustrated | Not Illustrated |
| indexdate | 2024-07-10T07:50:53Z |
| institution | BVB |
| isbn | 9780521878265 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-029766849 |
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| physical | xxiv, 646 Seiten |
| publishDate | 2017 |
| publishDateSearch | 2017 |
| publishDateSort | 2017 |
| publisher | Cambridge University Press |
| record_format | marc |
| series | Cambridge series in statistical and probabilistic mathematics |
| series2 | Cambridge series in statistical and probabilistic mathematics |
| 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 |
| spellingShingle | Ghosal, Subhashis Vaart, Aad W. van der 1959- Fundamentals of nonparametric Bayesian inference Cambridge series in statistical and probabilistic mathematics Bayes-Inferenz (DE-588)4648118-7 gnd Statistische Schlussweise (DE-588)4182963-3 gnd |
| 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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