Predictive statistics: analysis and inference beyond models
Gespeichert in:
Hauptverfasser: | , |
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Format: | Buch |
Sprache: | English |
Veröffentlicht: |
Cambridge, United Kingdom ; New York, USA ; Port Melbourne, Australia ; New Delhi, India ; Singapore
Cambridge University Press
[2018]
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Schriftenreihe: | Cambridge series in statistical and probabilistic mathematics
46 |
Schlagworte: | |
Online-Zugang: | Inhaltsverzeichnis |
Beschreibung: | Literaturverzeichnis: Seite 605-634 |
Beschreibung: | xiii, 642 Seiten Diagramme |
ISBN: | 9781107028289 |
Internformat
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Datensatz im Suchindex
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adam_text | Contents Expanded Contents Preface page vi xi Parti The Predictive View 1 1 Why Prediction? 2 Defining a Predictive Paradigm 34 3 What about Modeling? 67 4 Models and Predictors: A Bickering Couple 86 3 Ч Partii Established Settings for Prediction 123 5 Time Series 125 6 Longitudinal Data 161 7 Survival Analysis 206 8 Nonparametric Methods 249 9 Model Selection 307 Partin Contemporary Prediction 359 10 Blackbox Techniques 361 11 Ensemble Methods 449 12 The Future of Prediction 524 References Index 605 635 v
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any_adam_object | 1 |
author | Clarke, Bertrand 1963- Clarke, Jennifer L. 1971- |
author_GND | (DE-588)1036967913 (DE-588)1161035540 |
author_facet | Clarke, Bertrand 1963- Clarke, Jennifer L. 1971- |
author_role | aut aut |
author_sort | Clarke, Bertrand 1963- |
author_variant | b c bc j l c jl jlc |
building | Verbundindex |
bvnumber | BV044945654 |
classification_rvk | QH 240 |
classification_tum | MAT 625f MAT 626f |
ctrlnum | (OCoLC)1032623973 (DE-599)BSZ50204540X |
discipline | Mathematik Wirtschaftswissenschaften |
format | Book |
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id | DE-604.BV044945654 |
illustrated | Not Illustrated |
indexdate | 2024-07-10T08:05:29Z |
institution | BVB |
isbn | 9781107028289 |
language | English |
oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-030338488 |
oclc_num | 1032623973 |
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owner | DE-91G DE-BY-TUM DE-739 DE-M347 DE-945 |
owner_facet | DE-91G DE-BY-TUM DE-739 DE-M347 DE-945 |
physical | xiii, 642 Seiten Diagramme |
publishDate | 2018 |
publishDateSearch | 2018 |
publishDateSort | 2018 |
publisher | Cambridge University Press |
record_format | marc |
series | Cambridge series in statistical and probabilistic mathematics |
series2 | Cambridge series in statistical and probabilistic mathematics |
spelling | Clarke, Bertrand 1963- Verfasser (DE-588)1036967913 aut Predictive statistics analysis and inference beyond models Bertrand S. Clarke (University of Nebraska, Lincoln), Jennifer L. Clarke (University of Nebraska, Lincoln) Cambridge, United Kingdom ; New York, USA ; Port Melbourne, Australia ; New Delhi, India ; Singapore Cambridge University Press [2018] xiii, 642 Seiten Diagramme txt rdacontent n rdamedia nc rdacarrier Cambridge series in statistical and probabilistic mathematics 46 Literaturverzeichnis: Seite 605-634 Methodologie (DE-588)4139716-2 gnd rswk-swf Explorative Datenanalyse (DE-588)4128896-8 gnd rswk-swf Vorhersagetheorie (DE-588)4188671-9 gnd rswk-swf Deskriptive Statistik (DE-588)4070313-7 gnd rswk-swf Vorhersagetheorie (DE-588)4188671-9 s DE-604 Deskriptive Statistik (DE-588)4070313-7 s Explorative Datenanalyse (DE-588)4128896-8 s Methodologie (DE-588)4139716-2 s Clarke, Jennifer L. 1971- Verfasser (DE-588)1161035540 aut Cambridge series in statistical and probabilistic mathematics 46 (DE-604)BV011442366 46 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=030338488&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
spellingShingle | Clarke, Bertrand 1963- Clarke, Jennifer L. 1971- Predictive statistics analysis and inference beyond models Cambridge series in statistical and probabilistic mathematics Methodologie (DE-588)4139716-2 gnd Explorative Datenanalyse (DE-588)4128896-8 gnd Vorhersagetheorie (DE-588)4188671-9 gnd Deskriptive Statistik (DE-588)4070313-7 gnd |
subject_GND | (DE-588)4139716-2 (DE-588)4128896-8 (DE-588)4188671-9 (DE-588)4070313-7 |
title | Predictive statistics analysis and inference beyond models |
title_auth | Predictive statistics analysis and inference beyond models |
title_exact_search | Predictive statistics analysis and inference beyond models |
title_full | Predictive statistics analysis and inference beyond models Bertrand S. Clarke (University of Nebraska, Lincoln), Jennifer L. Clarke (University of Nebraska, Lincoln) |
title_fullStr | Predictive statistics analysis and inference beyond models Bertrand S. Clarke (University of Nebraska, Lincoln), Jennifer L. Clarke (University of Nebraska, Lincoln) |
title_full_unstemmed | Predictive statistics analysis and inference beyond models Bertrand S. Clarke (University of Nebraska, Lincoln), Jennifer L. Clarke (University of Nebraska, Lincoln) |
title_short | Predictive statistics |
title_sort | predictive statistics analysis and inference beyond models |
title_sub | analysis and inference beyond models |
topic | Methodologie (DE-588)4139716-2 gnd Explorative Datenanalyse (DE-588)4128896-8 gnd Vorhersagetheorie (DE-588)4188671-9 gnd Deskriptive Statistik (DE-588)4070313-7 gnd |
topic_facet | Methodologie Explorative Datenanalyse Vorhersagetheorie Deskriptive Statistik |
url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=030338488&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
volume_link | (DE-604)BV011442366 |
work_keys_str_mv | AT clarkebertrand predictivestatisticsanalysisandinferencebeyondmodels AT clarkejenniferl predictivestatisticsanalysisandinferencebeyondmodels |