Cover Image

Sports analytics : analysis, visualisation and decision making in sports performance /

Bibliographic Details
Main Authors: Jayal, Ambikesh (Author), McRobert, Allistair (Author), Oatley, Giles (Author), O'Donoghue, Peter (Author)
Corporate Author: Taylor & Francis
Format: eBook
Language:English
Published: Abingdon, Oxon ; New York, NY : Routledge, 2018.
Series:Routledge studies in sports performance analysis.
Subjects:
Sports > Statistical methods.
Athletic ability.
Electronic books.
Online Access:Connect to the full text of this electronic book
Table of 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.