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A01=Allistair McRobert
A01=Ambikesh Jayal
A01=Giles Oatley
A01=Peter O'Donoghue
ACTN3 Gene
advanced data mining
Allistair McRobert
Ambikesh Jayal
Appendicular Lean Mass
applied sports medicine
Author_Allistair McRobert
Author_Ambikesh Jayal
Author_Giles Oatley
Author_Peter O'Donoghue
Bam File
Category=GPH
Category=SC
Chord Diagrams
cognition
Commercial Video Analysis Packages
complex data
Computational Movement Analysis
Computerised Match Analysis Systems
data analytics
data management
Data Management Infrastructure
data mining
English Fa Premier League
English Premier League
eq_bestseller
eq_isMigrated=1
eq_isMigrated=2
eq_nobargain
eq_non-fiction
eq_sports-fitness
False Negative Predictions
FastQ File
Genome Wide Association Studies
genomic data analysis
geospatial data analysis
Giles Oatley
interactive data visualisation
KDD Process
machine learning in sport
mixed-methods case studies in sport
Object Movement Data
perception
performance modelling
Peter O'Donoghue
Phred Score
Reference Genome
Rugby World Cup
Score Box Possession
Shorter Passing Sequences
simulation techniques
social network analysis
Spatial Indexes
spatio-temporal analysis
Sports Performance Analysis
Sports Performance Data
talent identification methods
Video Analysis Packages
Voronoi Diagrams

Product details

  • ISBN 9780415789431
  • Weight: 460g
  • Dimensions: 156 x 234mm
  • Publication Date: 13 Jun 2018
  • Publisher: Taylor & Francis Ltd
  • Publication City/Country: GB
  • Product Form: Paperback
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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:

  • Interactive visualisation
  • Simulation and modelling
  • Geospatial data analysis
  • Spatiotemporal analysis
  • Machine learning
  • Genomic data analysis
  • Social network analysis

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.

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.

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