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Sports analytics : analysis, visualisation, and decision making in sports performance / Ambikesh Jayal, Allistair McRobert, Giles Oatley and Peter O'Donoghue.
- Format:
- Book
- Author/Creator:
- Jayal, Ambikesh, author.
- McRobert, Allistair, author.
- Oatley, Giles, author.
- O'Donoghue, Peter, author.
- Series:
- Routledge studies in sports performance analysis
- Language:
- English
- Subjects (All):
- Sports--Statistical methods.
- Sports.
- Athletic ability.
- Physical Description:
- xvi, 255 pages ; 25 cm.
- Place of Publication:
- Abingdon, Oxon ; New York, NY : Routledge, 2018.
- Contents:
- What is analytics?
- Complex data and the "Data Age"
- Interactive visualisation
- Simulation and modelling
- Geospatial data analysis
- Spatio-temporal analysis
- Machine learning and sport
- Genomics in sports
- Social network analysis
- Knowledge discovery in databases and data mining
- Data management and infrastructure
- Sports analytics applications in soccer.
- Notes:
- Includes bibliographical references and index.
- Local Notes:
- Acquired for the Penn Libraries with assistance from the Dhiren H. Shah W'82 and Katherine M. Shah Fund.
- ISBN:
- 9780415789424
- 0415789427
- 9780415789431
- 0415789435
- OCLC:
- 1031412337
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