Data Analysis in Sport - Peter O'Donoghue, Lucy Holmes

Data Analysis in Sport

Buch | Softcover
258 Seiten
2014
Routledge (Verlag)
978-0-415-73984-9 (ISBN)
59,80 inkl. MwSt
Making sense of sports performance data can be a challenging task but is nevertheless an essential part of performance analysis investigations. Focusing on techniques used in the analysis of sport performance, this book introduces the fundamental principles of data analysis, explores the most important tools used in data analysis, and offers guidance on the presentation of results.

The book covers key topics such as:



The purpose of data analysis, from statistical analysis to algorithmic processing
Commercial packages for performance and data analysis, including Focus, Sportscode, Dartfish, Prozone, Excel, SPSS and Matlab
Effective use of statistical procedures in sport performance analysis
Analysing data from manual notation systems, player tracking systems and computerized match analysis systems
Creating visually appealing ‘dashboard’ interfaces for presenting data
Assessing reliability.

The book includes worked examples from real sport, offering clear guidance to the reader and bringing the subject to life. This book is invaluable reading for any student, researcher or analyst working in sport performance or undertaking a sport-related research project or methods course

Peter O’Donoghue is Reader and Discipline Director for Performance Analysis at the Cardiff School of Sport, Cardiff Metropolitan University, UK. He is a member of the International Society of Performance Analysis of Sport, editor of the International Journal of Performance Analysis of Sport and editor of the book series Routledge Studies in Sport Performance Analysis. Lucy Holmes is Lecturer in Performance Analysis and Programme Director for the MSc Performance Analysis at the Cardiff School of Sport, Cardiff Metropolitan University, UK. She is currently Lead Performance Analyst for Hockey Wales.

1. Principles of data analysis 2. Analysis facilities of commercial packages 3. Microsoft Excel 4. Visualisation 5. Statistical windows 6. Player tracking data 7. Matlab 8. Statistical analysis 9. Reliability

Reihe/Serie Routledge Studies in Sports Performance Analysis
Zusatzinfo 50 Tables, black and white; 37 Line drawings, black and white; 26 Illustrations, black and white
Verlagsort London
Sprache englisch
Maße 156 x 234 mm
Gewicht 408 g
Themenwelt Sachbuch/Ratgeber Sport
Informatik Datenbanken Data Warehouse / Data Mining
Medizin / Pharmazie Medizinische Fachgebiete Sportmedizin
ISBN-10 0-415-73984-5 / 0415739845
ISBN-13 978-0-415-73984-9 / 9780415739849
Zustand Neuware
Haben Sie eine Frage zum Produkt?
Mehr entdecken
aus dem Bereich
Datenanalyse für Künstliche Intelligenz

von Jürgen Cleve; Uwe Lämmel

Buch | Softcover (2024)
De Gruyter Oldenbourg (Verlag)
74,95
Auswertung von Daten mit pandas, NumPy und IPython

von Wes McKinney

Buch | Softcover (2023)
O'Reilly (Verlag)
44,90