Sports analytics: analysis, visualisation and decision making in sports performance
As the analysis of big datasets in sports performance becomes a more entrenched part of the sporting landscape, so the value of sport scientists and analysts with formal training in data analytics grows. Sports Analytics: Analysis, Visualisation and Decision Making in Sports Performanceprovides the...
Gespeichert in:
| Hauptverfasser: | , , , |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Abingdon, Oxon
Routledge
2018
|
| Schriftenreihe: | Routledge studies in sports performance analysis
Routledge studies in sports performance analysis |
| Schlagworte: | |
| Online-Zugang: | Volltext |
| Zusammenfassung: | As the analysis of big datasets in sports performance becomes a more entrenched part of the sporting landscape, so the value of sport scientists and analysts with formal training in data analytics grows. Sports Analytics: Analysis, Visualisation and Decision Making in Sports Performanceprovides the most authoritative and comprehensive guide to the use of analytics in sport and its application in sports performance, coaching, talent identification and sports medicine available. Employing an approach-based structure and integrating problem-based learning throughout the text, the book clearly defines the difference between analytics and analysis and goes on to explain and illustrate methods including:Genomic data analysisGeospatial data analysisInteractive visualisationMachine learningOffering a mixed-methods case study chapter, no other book offers the same level of scientific grounding or practical application in sports data analytics. Sports Analytics is essential reading for all students of sports analytics, and useful supplementary reading for students and professionals in talent identification and development, sports performance analysis, sports medicine and applied computer science. Simulation and modellingSocial network analysisSpatiotemporal analysis |
| Beschreibung: | 1 online resource (xvi, 255 pages) |
| ISBN: | 9781351838962 1351838962 9781315222783 1315222787 9781351838948 1351838946 9781351838955 1351838954 |
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| author | Jayal, Ambikesh McRobert, Allistair Oatley, Giles O'Donoghue, Peter |
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| dewey-full | 796.02/1 |
| dewey-hundreds | 700 - The arts |
| dewey-ones | 796 - Athletic and outdoor sports and games |
| dewey-raw | 796.02/1 |
| dewey-search | 796.02/1 |
| dewey-sort | 3796.02 11 |
| dewey-tens | 790 - Recreational and performing arts |
| discipline | Sport |
| discipline_str_mv | Sport |
| format | Electronic eBook |
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| id | DE-604.BV047012332 |
| illustrated | Not Illustrated |
| index_date | 2024-07-03T15:58:11Z |
| indexdate | 2024-07-10T09:00:06Z |
| institution | BVB |
| isbn | 9781351838962 1351838962 9781315222783 1315222787 9781351838948 1351838946 9781351838955 1351838954 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-032419868 |
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| physical | 1 online resource (xvi, 255 pages) |
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| publishDate | 2018 |
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| publisher | Routledge |
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| series2 | Routledge studies in sports performance analysis |
| spelling | Jayal, Ambikesh Verfasser aut Sports analytics analysis, visualisation and decision making in sports performance Ambikesh Jayal, Allistair McRobert, Giles Oatley and Peter O'Donoghue Abingdon, Oxon Routledge 2018 © 2018 1 online resource (xvi, 255 pages) txt rdacontent c rdamedia cr rdacarrier Routledge studies in sports performance analysis As the analysis of big datasets in sports performance becomes a more entrenched part of the sporting landscape, so the value of sport scientists and analysts with formal training in data analytics grows. Sports Analytics: Analysis, Visualisation and Decision Making in Sports Performanceprovides the most authoritative and comprehensive guide to the use of analytics in sport and its application in sports performance, coaching, talent identification and sports medicine available. Employing an approach-based structure and integrating problem-based learning throughout the text, the book clearly defines the difference between analytics and analysis and goes on to explain and illustrate methods including:Genomic data analysisGeospatial data analysisInteractive visualisationMachine learningOffering a mixed-methods case study chapter, no other book offers the same level of scientific grounding or practical application in sports data analytics. Sports Analytics is essential reading for all students of sports analytics, and useful supplementary reading for students and professionals in talent identification and development, sports performance analysis, sports medicine and applied computer science. Simulation and modellingSocial network analysisSpatiotemporal analysis Sports / Statistical methods Athletic ability McRobert, Allistair aut Oatley, Giles aut O'Donoghue, Peter aut https://www.taylorfrancis.com/books/9781315222783 Verlag URL des Erstveroeffentlichers Volltext |
| spellingShingle | Jayal, Ambikesh McRobert, Allistair Oatley, Giles O'Donoghue, Peter Sports analytics analysis, visualisation and decision making in sports performance Sports / Statistical methods Athletic ability |
| title | Sports analytics analysis, visualisation and decision making in sports performance |
| title_auth | Sports analytics analysis, visualisation and decision making in sports performance |
| title_exact_search | Sports analytics analysis, visualisation and decision making in sports performance |
| title_exact_search_txtP | Sports analytics analysis, visualisation and decision making in sports performance |
| title_full | Sports analytics analysis, visualisation and decision making in sports performance Ambikesh Jayal, Allistair McRobert, Giles Oatley and Peter O'Donoghue |
| title_fullStr | Sports analytics analysis, visualisation and decision making in sports performance Ambikesh Jayal, Allistair McRobert, Giles Oatley and Peter O'Donoghue |
| title_full_unstemmed | Sports analytics analysis, visualisation and decision making in sports performance Ambikesh Jayal, Allistair McRobert, Giles Oatley and Peter O'Donoghue |
| title_short | Sports analytics |
| title_sort | sports analytics analysis visualisation and decision making in sports performance |
| title_sub | analysis, visualisation and decision making in sports performance |
| topic | Sports / Statistical methods Athletic ability |
| topic_facet | Sports / Statistical methods Athletic ability |
| url | https://www.taylorfrancis.com/books/9781315222783 |
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