272 pages | 40 B/W Illus.
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 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.
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:
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.
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
Routledge Studies in Sports Performance Analysis is designed to support students, lecturers and practitioners in all areas of this important and rapidly developing discipline. Books in the series are written by leading international experts in sports performance analysis and cover topics including match analysis, analysis of individual sports and team sports, technique analysis, data analytics, performance analysis for high performance management, and various methodological areas. Drawing on the very latest research, and introducing key concepts and best practice, the series meets a need for accessible, up-to-date texts at all levels of study and work in performance analysis.