Statistical data science
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| Weitere Verfasser: | , |
| Format: | Tagungsbericht Buch |
| Sprache: | English |
| Veröffentlicht: |
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World Scientific
2018
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| Online-Zugang: | Inhaltsverzeichnis |
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| 111 | 2 | |a Conference "Statistical Data Science" |d 2017 |c London |j Verfasser |0 (DE-588)1163815438 |4 aut | |
| 245 | 1 | 0 | |a Statistical data science |c edited by Niall Adams (Imperial College London, UK), Ed Cohen (Imperial College London, UK) |
| 264 | 1 | |a New Jersey |b World Scientific |c 2018 | |
| 300 | |a 182 Seiten |b Illustrationen, Diagramme | ||
| 336 | |b txt |2 rdacontent | ||
| 337 | |b n |2 rdamedia | ||
| 338 | |b nc |2 rdacarrier | ||
| 500 | |a Includes bibliographical references. - Preface: "This volume is a collection of papers related to the conference "Statistical Data Sciene" held in July 2017 at both Imperial College London and Winton's head office in London" | ||
| 650 | 4 | |a Data mining | |
| 650 | 4 | |a Mathematical statistics | |
| 650 | 0 | 7 | |a Data Mining |0 (DE-588)4428654-5 |2 gnd |9 rswk-swf |
| 650 | 0 | 7 | |a Statistik |0 (DE-588)4056995-0 |2 gnd |9 rswk-swf |
| 655 | 7 | |0 (DE-588)1071861417 |a Konferenzschrift |y 2017 |z London |2 gnd-content | |
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| 689 | 0 | 1 | |a Statistik |0 (DE-588)4056995-0 |D s |
| 689 | 0 | |5 DE-604 | |
| 700 | 1 | |a Adams, Niall M. |d 1968- |0 (DE-588)1089491379 |4 edt | |
| 700 | 1 | |a Cohen, Edward |0 (DE-588)116297124X |4 edt | |
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| 943 | 1 | |a oai:aleph.bib-bvb.de:BVB01-030451023 | |
Datensatz im Suchindex
| _version_ | 1819672806417235968 |
|---|---|
| adam_text | Contents
Preface v
1. Does Data Science Need Statistics? 1
William Oxbury
2. Principled Statistical Inference in Data Science 21
Todd A. Kuffner and G. Alastair Young
3. Evaluating Statistical and Machine Learning Supervised
Classification Methods 37
David J. Hand
4. Diversity as a Response to User Preference Uncertainty 55
James Edwards and David Leslie
5. L-kernel Density Estimation for Bayesian Model Selection 69
Mark Briers
6. Bayesian Numerical Methods as a Case Study
for Statistical Data Science 99
François-Xavier Briol and Mark Girolami
IX
X
Contents
7. Phylogenetic Gaussian Processes for Bat Echolocation 111
J. P. Meagher, T, Damoulas, K. E. Jones
and M. Girolami
8. Reconstruction of Three-Dimensional Porous Media:
Statistical or Deep Learning Approach? 125
Lukas Mosser, Thomas Le Blevec and Olivier Dubrule
9. Using Data-Driven Uncertainty Quantification
to Support Decision Making 141
Charlie Vollmer, Matt Peterson, David J. Stracuzzi
and Maximillian G. Chen
10. Blending Data Science and Statistics across Government 155
Owen Abbott, Philip Lee, Matthew Upson,
Matthew Gregory and Dawn Duhaney
11. Dynamic Factor Modelling with Spatially Multi-scale
Structures for Spatio-temporal Data 167
Takamitsu Araki and Shotaro Akaho
Index
181
|
| any_adam_object | 1 |
| author2 | Adams, Niall M. 1968- Cohen, Edward |
| author2_role | edt edt |
| author2_variant | n m a nm nma e c ec |
| author_GND | (DE-588)1089491379 (DE-588)116297124X |
| author_corporate | Conference "Statistical Data Science" London |
| author_corporate_role | aut |
| author_facet | Adams, Niall M. 1968- Cohen, Edward Conference "Statistical Data Science" London |
| author_sort | Conference "Statistical Data Science" London |
| building | Verbundindex |
| bvnumber | BV045059453 |
| callnumber-first | Q - Science |
| callnumber-label | QA76 |
| callnumber-raw | QA76.9.D343 |
| callnumber-search | QA76.9.D343 |
| callnumber-sort | QA 276.9 D343 |
| callnumber-subject | QA - Mathematics |
| classification_rvk | SK 840 SK 830 |
| ctrlnum | (OCoLC)1045420994 (DE-599)BVBBV045059453 |
| dewey-full | 006.3/12 |
| dewey-hundreds | 000 - Computer science, information, general works |
| dewey-ones | 006 - Special computer methods |
| dewey-raw | 006.3/12 |
| dewey-search | 006.3/12 |
| dewey-sort | 16.3 212 |
| dewey-tens | 000 - Computer science, information, general works |
| discipline | Informatik Mathematik |
| format | Conference Proceeding Book |
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| genre | (DE-588)1071861417 Konferenzschrift 2017 London gnd-content |
| genre_facet | Konferenzschrift 2017 London |
| id | DE-604.BV045059453 |
| illustrated | Illustrated |
| indexdate | 2024-12-24T06:47:56Z |
| institution | BVB |
| institution_GND | (DE-588)1163815438 |
| isbn | 9781786345394 |
| language | English |
| lccn | 018010673 |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-030451023 |
| oclc_num | 1045420994 |
| open_access_boolean | |
| owner | DE-739 DE-521 |
| owner_facet | DE-739 DE-521 |
| physical | 182 Seiten Illustrationen, Diagramme |
| publishDate | 2018 |
| publishDateSearch | 2018 |
| publishDateSort | 2018 |
| publisher | World Scientific |
| record_format | marc |
| spellingShingle | Statistical data science Data mining Mathematical statistics Data Mining (DE-588)4428654-5 gnd Statistik (DE-588)4056995-0 gnd |
| subject_GND | (DE-588)4428654-5 (DE-588)4056995-0 (DE-588)1071861417 |
| title | Statistical data science |
| title_auth | Statistical data science |
| title_exact_search | Statistical data science |
| title_full | Statistical data science edited by Niall Adams (Imperial College London, UK), Ed Cohen (Imperial College London, UK) |
| title_fullStr | Statistical data science edited by Niall Adams (Imperial College London, UK), Ed Cohen (Imperial College London, UK) |
| title_full_unstemmed | Statistical data science edited by Niall Adams (Imperial College London, UK), Ed Cohen (Imperial College London, UK) |
| title_short | Statistical data science |
| title_sort | statistical data science |
| topic | Data mining Mathematical statistics Data Mining (DE-588)4428654-5 gnd Statistik (DE-588)4056995-0 gnd |
| topic_facet | Data mining Mathematical statistics Data Mining Statistik Konferenzschrift 2017 London |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=030451023&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
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