Ambikesh Jayal, Allistair McRobert, Giles Oatley

Sports Analytics

Analysis, Visualisation and Decision Making in Sports Performance

• Gebundenes Buch

Produktbeschreibung

Sports Analytics: Analysis, Visualisation and Decision Making in Sports Performance provides 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. Offering 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.

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Produktdetails

• Verlag: Taylor & Francis
• Seitenzahl: 272
• Erscheinungstermin: 13. Juni 2018
• Englisch
• Abmessung: 234mm x 156mm x 16mm
• Gewicht: 558g
• ISBN-13: 9780415789424
• ISBN-10: 0415789427
• Artikelnr.: 53019982

Autorenporträt

Ambikesh Jayal is a Senior Lecturer in Computing and Information Systems at Cardiff Metropolitan University, UK. Allistair McRobert is a Senior Lecturer of Performance Analysis at Liverpool John Moores University, UK. Giles Oatley is a Senior Lecturer at Federation University, Australia. Peter O'Donoghue is a Reader in Sports Performance Analysis in Cardiff School of Sport at Cardiff Metropolitan University, UK.

Inhaltsangabe

1. What is Analytics?
2. Complex Data and the "Data Age"
3. Interactive Visualisation
4. Simulation and Modelling
5. Geospatial Data Analysis
6. Spatio-Temporal Analysis
7. Machine Learning and Sport
8. Genomics in Sports
9. Social Network Analysis
10. Knowledge Discovery in Databases and Data Mining
11. Data Management and Infrastructure
12. Sports Analytics Applications in Soccer