Sports Performance Measurement And Analytics

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Sports Performance Measurement and Analytics

Author : Lorena Martin
Publisher : FT Press
ISBN 13 : 0134193881
Total Pages : 561 pages
Book Rating : 4.1/5 (341 download)

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Book Synopsis Sports Performance Measurement and Analytics by : Lorena Martin

Download or read book Sports Performance Measurement and Analytics written by Lorena Martin and published by FT Press. This book was released on 2016-02-03 with total page 561 pages. Available in PDF, EPUB and Kindle. Book excerpt: A PRACTICAL, REAL-WORLD GUIDE TO ANALYTICS FOR THE 5 MAJOR SPORTS: FOOTBALL, BASKETBALL, BASEBALL, SOCCER, AND TENNIS GAIN A COMPETITIVE EDGE! This is the first real-world guide to building and using analytical models for measuring and assessing performance in the five major sports: football, basketball, baseball, soccer, and tennis. Unlike books that focus strictly on theory, this book brings together sports measurement and statistical analyses, demonstrating how to examine differences across sports as well as between player positions. This book will provide you with the tools for cutting-edge approaches you can extend to the sport of your choice. Expert Northwestern University data scientist, UC San Diego researcher, and competitive athlete, Lorena Martin shows how to use measures and apply statistical models to evaluate players, reduce injuries, and improve sports performance. You’ll learn how to leverage a deep understanding of each sport’s principles, rules, attributes, measures, and performance outcomes. Sports Performance Measurement and Analytics will be an indispensable resource for anyone who wants to bring analytical rigor to athletic competition: students, professors, analysts, fans, physiologists, coaches, managers, and sports executives alike. All data sets, extensive code, and additional examples are available for download at http://www.ftpress.com/martin/ What are the qualities a person must have to become a world-class athlete? This question and many more can be answered through research, measurement, statistics, and analytics. This book gives athletes, trainers, coaches, and managers a better understanding of measurement and analytics as they relate to sports performance. To develop accurate measures, we need to know what we want to measure and why. There is great power in accurate measures and statistics. Research findings can show us how to prevent injuries, evaluate strengths and weaknesses, improve team cohesion, and optimize sports performance. This book serves many readers. People involved with sports will gain an appreciation for performance measures and analytics. People involved with analytics will gain new insights into quantified values representing physical, physiological, and psychological components of sports performance. And students eager to learn about sports analytics will have a practical introduction to the field. This is a thorough introduction to performance measurement and analytics for five of the world’s leading sports. The only book of its kind, it offers a complete overview of the most important concepts, rules, measurements, and statistics for each sport, while demonstrating applications of real-world analytics. You’ll find practical, state-of-the-art guidance on predicting future outcomes, evaluating an athlete’s market value, and more.

Research Methods for Sports Performance Analysis

Author : Peter O'Donoghue
Publisher : Routledge
ISBN 13 : 1134005350
Total Pages : 381 pages
Book Rating : 4.1/5 (34 download)

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Book Synopsis Research Methods for Sports Performance Analysis by : Peter O'Donoghue

Download or read book Research Methods for Sports Performance Analysis written by Peter O'Donoghue and published by Routledge. This book was released on 2009-12-16 with total page 381 pages. Available in PDF, EPUB and Kindle. Book excerpt: Modern techniques of sports performance analysis enable the sport scientist, coach and athlete to objectively assess, and therefore improve upon, sporting performance. They are an important tool for any serious practitioner in sport and, as a result, performance analysis has become a key component of degree programmes in sport science and sports coaching. Research Methods for Sports Performance Analysis explains how to undertake a research project in performance analysis including: selection and specification of a research topic the research proposal gaining ethical approval for a study developing a performance analysis system testing a system for reliability analysing and discussing data writing up results. Covering the full research cycle and clearly introducing the key themes and issues in contemporary performance analysis, this is the only book that sports students will need to support a research project in performance analysis, from undergraduate dissertation to doctoral thesis. Including case studies, examples and data throughout, this book is essential reading for any student or practitioner with an interest in performance analysis, sports coaching or applied sport science.

Sports Analytics and Data Science

Author : Thomas W. Miller
Publisher : FT Press
ISBN 13 : 0133887413
Total Pages : 576 pages
Book Rating : 4.1/5 (338 download)

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Book Synopsis Sports Analytics and Data Science by : Thomas W. Miller

Download or read book Sports Analytics and Data Science written by Thomas W. Miller and published by FT Press. This book was released on 2015-11-18 with total page 576 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is the eBook of the printed book and may not include any media, website access codes, or print supplements that may come packaged with the bound book. This up-to-the-minute reference will help you master all three facets of sports analytics — and use it to win! Sports Analytics and Data Science is the most accessible and practical guide to sports analytics for everyone who cares about winning and everyone who is interested in data science. You’ll discover how successful sports analytics blends business and sports savvy, modern information technology, and sophisticated modeling techniques. You’ll master the discipline through realistic sports vignettes and intuitive data visualizations–not complex math. Every chapter focuses on one key sports analytics application. Miller guides you through assessing players and teams, predicting scores and making game-day decisions, crafting brands and marketing messages, increasing revenue and profitability, and much more. Step by step, you’ll learn how analysts transform raw data and analytical models into wins: both on the field and in any sports business.

Machine Learning in Team Sports

Author : Rabiu Muazu Musa
Publisher : Springer Nature
ISBN 13 : 9811532192
Total Pages : 68 pages
Book Rating : 4.8/5 (115 download)

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Book Synopsis Machine Learning in Team Sports by : Rabiu Muazu Musa

Download or read book Machine Learning in Team Sports written by Rabiu Muazu Musa and published by Springer Nature. This book was released on 2020-02-17 with total page 68 pages. Available in PDF, EPUB and Kindle. Book excerpt: This brief highlights the application of performance analysis tools in data acquisition, and various machine learning algorithms for evaluating team performance as well as talent identification in beach soccer and sepak takraw. Numerous performance indicators and human performance parameters are considered based on their relevance to each sport. The findings presented here demonstrate that the key performance indicators as well as human performance parameters can be used in the future evaluation of team performance as well as talent identification in these sports. Accordingly, they offer a valuable resource for coaches, club managers, talent identification experts, performance analysts and other relevant stakeholders involved in performance assessments.

Sports Analytics

Author : Benjamin C. Alamar
Publisher : Columbia University Press
ISBN 13 : 023155589X
Total Pages : 219 pages
Book Rating : 4.2/5 (315 download)

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Book Synopsis Sports Analytics by : Benjamin C. Alamar

Download or read book Sports Analytics written by Benjamin C. Alamar and published by Columbia University Press. This book was released on 2024-05-28 with total page 219 pages. Available in PDF, EPUB and Kindle. Book excerpt: Data and analytics have the potential to provide sports organizations with a competitive advantage both on and off the field. Yet even as the use of analytics in sports has become commonplace, teams regularly find themselves making big investments without significant payoff. This book is a practical, nontechnical guide to incorporating sports data into decision making, giving leaders the knowledge they need to maximize their organization’s investment in analytics. Benjamin C. Alamar—a leading expert who has built high-performing analytics groups—surveys the current state of the use of data in sports, including both specifics around the tools and how to deploy them most effectively. Sports Analytics offers a clear, easily digestible overview of data management, statistical models, and information systems and a detailed understanding of their vast possibilities. It walks readers through the essentials of understanding the value of different types of data and strategies for building and managing an analytics team. Throughout, Alamar illustrates the value of analytics with real-world examples and case studies from both the sports and business sides. Sports Analytics has guided a range of sports professionals to success since its original publication in 2013. This second edition adds examples and strategies that focus on using data on the business side of a sports organization, provides concrete strategies for incorporating different types of data into decision making, and updates all discussions for the rapid technological developments of the last decade.

Monitoring Training and Performance in Athletes

Author : McGuigan, Mike
Publisher : Human Kinetics
ISBN 13 : 1492535206
Total Pages : 264 pages
Book Rating : 4.4/5 (925 download)

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Book Synopsis Monitoring Training and Performance in Athletes by : McGuigan, Mike

Download or read book Monitoring Training and Performance in Athletes written by McGuigan, Mike and published by Human Kinetics. This book was released on 2017-03-10 with total page 264 pages. Available in PDF, EPUB and Kindle. Book excerpt: Monitoring Training and Performance in Athletes provides practitioners with the information needed in order to oversee an athlete monitoring system and to collect, analyze, and interpret monitoring data so that training programs can be adjusted to achieve optimal athlete preparation and performance.

The Science of Success: What Researchers Know that You Should Know

Author : Paula J. Caproni
Publisher : Van Rye Publishing, LLC
ISBN 13 : 099705669X
Total Pages : pages
Book Rating : 4.9/5 (97 download)

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Book Synopsis The Science of Success: What Researchers Know that You Should Know by : Paula J. Caproni

Download or read book The Science of Success: What Researchers Know that You Should Know written by Paula J. Caproni and published by Van Rye Publishing, LLC. This book was released on 2016-12-08 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: Short description.

Data Analysis in Sport

Author : Peter O'Donoghue
Publisher : Routledge
ISBN 13 : 1317810376
Total Pages : 237 pages
Book Rating : 4.3/5 (178 download)

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Book Synopsis Data Analysis in Sport by : Peter O'Donoghue

Download or read book Data Analysis in Sport written by Peter O'Donoghue and published by Routledge. This book was released on 2014-10-24 with total page 237 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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

Artificial Intelligence in Sport Performance Analysis

Author : Duarte Araújo
Publisher : Routledge
ISBN 13 : 1000380122
Total Pages : 221 pages
Book Rating : 4.0/5 (3 download)

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Book Synopsis Artificial Intelligence in Sport Performance Analysis by : Duarte Araújo

Download or read book Artificial Intelligence in Sport Performance Analysis written by Duarte Araújo and published by Routledge. This book was released on 2021-04-20 with total page 221 pages. Available in PDF, EPUB and Kindle. Book excerpt: To understand the dynamic patterns of behaviours and interactions between athletes that characterize successful performance in different sports is an important challenge for all sport practitioners. This book guides the reader in understanding how an ecological dynamics framework for use of artificial intelligence (AI) can be implemented to interpret sport performance and the design of practice contexts. By examining how AI methodologies are utilized in team games, such as football, as well as in individual sports, such as golf and climbing, this book provides a better understanding of the kinematic and physiological indicators that might better capture athletic performance by looking at the current state-of-the-art AI approaches. Artificial Intelligence in Sport Performance Analysis provides an all-encompassing perspective in an innovative approach that signals practical applications for both academics and practitioners in the fields of coaching, sports analysis, and sport science, as well as related subjects such as engineering, computer and data science, and statistics.

Sport Business Analytics

Author : C. Keith Harrison
Publisher : CRC Press
ISBN 13 : 1498761275
Total Pages : 260 pages
Book Rating : 4.4/5 (987 download)

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Book Synopsis Sport Business Analytics by : C. Keith Harrison

Download or read book Sport Business Analytics written by C. Keith Harrison and published by CRC Press. This book was released on 2016-11-18 with total page 260 pages. Available in PDF, EPUB and Kindle. Book excerpt: Developing and implementing a systematic analytics strategy can result in a sustainable competitive advantage within the sport business industry. This timely and relevant book provides practical strategies to collect data and then convert that data into meaningful, value-added information and actionable insights. Its primary objective is to help sport business organizations utilize data-driven decision-making to generate optimal revenue from such areas as ticket sales and corporate partnerships. To that end, the book includes in-depth case studies from such leading sports organizations as the Orlando Magic, Tampa Bay Buccaneers, Duke University, and the Aspire Group. The core purpose of sport business analytics is to convert raw data into information that enables sport business professionals to make strategic business decisions that result in improved company financial performance and a measurable and sustainable competitive advantage. Readers will learn about the role of big data and analytics in: Ticket pricing Season ticket member retention Fan engagement Sponsorship valuation Customer relationship management Digital marketing Market research Data visualization. This book examines changes in the ticketing marketplace and spotlights innovative ticketing strategies used in various sport organizations. It shows how to engage fans with social media and digital analytics, presents techniques to analyze engagement and marketing strategies, and explains how to utilize analytics to leverage fan engagement to enhance revenue for sport organizations. Filled with insightful case studies, this book benefits both sports business professionals and students. The concluding chapter on teaching sport analytics further enhances its value to academics.

Sports Analytics

Author : Ambikesh Jayal
Publisher : Routledge
ISBN 13 : 1351838962
Total Pages : 272 pages
Book Rating : 4.3/5 (518 download)

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Book Synopsis Sports Analytics by : Ambikesh Jayal

Download or read book Sports Analytics written by Ambikesh Jayal and published by Routledge. This book was released on 2018-06-12 with total page 272 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Essentials of Performance Analysis in Sport

Author : Mike Hughes
Publisher : Routledge
ISBN 13 : 1000753026
Total Pages : 452 pages
Book Rating : 4.0/5 (7 download)

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Book Synopsis Essentials of Performance Analysis in Sport by : Mike Hughes

Download or read book Essentials of Performance Analysis in Sport written by Mike Hughes and published by Routledge. This book was released on 2019-12-09 with total page 452 pages. Available in PDF, EPUB and Kindle. Book excerpt: The coaching process is about enhancing performance by providing feedback about the performance to the athlete or team. Researchers have shown that human observation and memory are not reliable enough to provide accurate and objective information for high-performance athletes. Objective measuring tools are necessary to enable the feedback process. These can take the form of video analysis systems post-event, both biomechanical and computerised notation systems, or the use of in-event systems. Essentials of Performance Analysis in Sport 3rd Edition is fully revised with updated existing chapters and the addition of 12 new chapters. It is a comprehensive and authoritative guide to this core discipline of contemporary sport science. The book offers a full description of the fundamental theory of match and performance analysis, using real-world illustrative examples and data throughout. It also explores the applied contexts in which analysis can have a significant influence on performance. To this end the book has been defined by five sections. In Section 1 the background of performance analysis is explained and Section 2 discusses methodologies used in notating sport performance. Current issues of performance analysis applied research, such as chance, momentum theory, perturbations and dynamic systems are explored in Section 3. Profiling, the essential output skill in performance analysis, is examined in depth in Section 4. The book’s final section offers invaluable applied information on careers available for performance analysts. With extended coverage of contemporary issues in performance analysis and contributions from leading performance analysis researchers and practitioners, Essentials of Performance Analysis in Sport 3rd Edition is a complete textbook for any performance analysis course, as well as an invaluable reference for sport science or sport coaching students and researchers, and any coach, analyst or athlete looking to develop their professional insight.

Managing Performance in Turbulent Times

Author : Ed Barrows
Publisher : John Wiley & Sons
ISBN 13 : 1118161688
Total Pages : 295 pages
Book Rating : 4.1/5 (181 download)

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Book Synopsis Managing Performance in Turbulent Times by : Ed Barrows

Download or read book Managing Performance in Turbulent Times written by Ed Barrows and published by John Wiley & Sons. This book was released on 2011-10-21 with total page 295 pages. Available in PDF, EPUB and Kindle. Book excerpt: Straightforward playbook for executing world-class strategy for tangible results Designed with three key ideas: leverage the tools that are working, simplify the model, and make the content readable for managers, Managing Performance in Turbulent Times is a road map for the modern strategy manager. Through their simplified execution process the authors—performance management experts—show executives how to get results and execute even in the most difficult conditions. Addresses importance of adaptability to change within today's business environment Explores the environmental turbulence that constantly confounds virtually all organizational systems, with workable solutions Provides a streamlined execution process any organization can use to improve business results Managers need tools to do their jobs better. Filled with proven solutions, this book reveals how to get results through successful strategy execution, presenting a process that will help your organization execute strategy in a simplified, efficient manner.

Performance Management

Author : Gary Cokins
Publisher : John Wiley & Sons
ISBN 13 : 0470471190
Total Pages : 336 pages
Book Rating : 4.4/5 (74 download)

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Book Synopsis Performance Management by : Gary Cokins

Download or read book Performance Management written by Gary Cokins and published by John Wiley & Sons. This book was released on 2009-03-17 with total page 336 pages. Available in PDF, EPUB and Kindle. Book excerpt: Praise for Praise for Performance Management: Integrating Strategy Execution, Methodologies, Risk, and Analytics "A highly accessible collection of essays on contemporary thinking in performance management. Readers will get excellent overviews on the Balanced Scorecard, strategy maps, incentives, management accounting, activity-based costing, customer lifetime value, and sustainable shareholder value creation." —Robert S. Kaplan, Harvard Business School; coauthor of The Balanced Scorecard: Translating Strategy into Action, The Execution Premium, and many other books "Gary Cokins demonstrates in this book that performance management is not a mysterious black art, but a structured, process-oriented discipline. If you want your performance management system to be a smoothly running analytical machine, read and apply the ideas in this book—it's all you need." —Thomas H. Davenport, President's Distinguished Professor of Information Technology and Management, Babson College; coauthor of Competing on Analytics: The New Science of Winning "Drawing on a deep reservoir of knowledge and experience gained from hundreds of customer engagements around the world, Gary Cokins offers an authoritative examination of the major dimensions of performance management. Cokins not only paints a rich and textured view of the major principles and concepts driving performance management implementations, he offers a nuanced look at the important subtleties that can spell the difference between success and failure. This is an informative and enjoyable text to read!" —Wayne Eckerson, Director of Research, The Data Warehouse Institute (TDWI); author of Performance Dashboards: Measuring, Monitoring, and Managing Your Business "[In this] very insightful book, the view of an integrated performance management framework with a goal to link various operational activities with business strategy is an excellent approach to manage and improve business. Gary's explanation of risk-based performance management, for providing the capability to achieve long-term objectives with reliably calculated risks, is definitely thought provoking." —Srini Pallia, Global Head and Vice President of Business Technology Services, Wipro Technologies, Bangalore, India "Gary Cokins is clearly one of the world's thought leaders in the area of performance management, and the need for integrated performance management, improvement and execution is clearly at a premium in these challenging economic times. This book is a must read for CEOs, CFOs, and management accountants around the globe seeking higher levels of sustainable business performance for their stakeholders." —Jeffrey C. Thomson, President and CEO, Institute of Management Accountants

Analytic Methods in Sports

Author : Thomas A. Severini
Publisher : CRC Press
ISBN 13 : 1000050947
Total Pages : 327 pages
Book Rating : 4.0/5 ( download)

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Book Synopsis Analytic Methods in Sports by : Thomas A. Severini

Download or read book Analytic Methods in Sports written by Thomas A. Severini and published by CRC Press. This book was released on 2020-04-15 with total page 327 pages. Available in PDF, EPUB and Kindle. Book excerpt: One of the greatest changes in the sports world in the past 20 years has been the use of mathematical methods to analyze performances, recognize trends and patterns, and predict results. Analytic Methods in Sports: Using Mathematics and Statistics to Understand Data from Baseball, Football, Basketball, and Other Sports, Second Edition provides a concise yet thorough introduction to the analytic and statistical methods that are useful in studying sports. The book gives you all the tools necessary to answer key questions in sports analysis. It explains how to apply the methods to sports data and interpret the results, demonstrating that the analysis of sports data is often different from standard statistical analyses. The book integrates a large number of motivating sports examples throughout and offers guidance on computation and suggestions for further reading in each chapter. Features Covers numerous statistical procedures for analyzing data based on sports results Presents fundamental methods for describing and summarizing data Describes aspects of probability theory and basic statistical concepts that are necessary to understand and deal with the randomness inherent in sports data Explains the statistical reasoning underlying the methods Illustrates the methods using real data drawn from a wide variety of sports Offers many of the datasets on the author’s website, enabling you to replicate the analyses or conduct related analyses New to the Second Edition R code included for all calculations A new chapter discussing several more advanced methods, such as binary response models, random effects, multilevel models, spline methods, and principal components analysis, and more Exercises added to the end of each chapter, to enable use for courses and self-study

Athletic Movement Skills

Author : Brewer, Clive
Publisher : Human Kinetics
ISBN 13 : 1450424120
Total Pages : 416 pages
Book Rating : 4.4/5 (54 download)

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Book Synopsis Athletic Movement Skills by : Brewer, Clive

Download or read book Athletic Movement Skills written by Brewer, Clive and published by Human Kinetics. This book was released on 2017-01-17 with total page 416 pages. Available in PDF, EPUB and Kindle. Book excerpt: Before athletes can become strong and powerful, they need to master the movement skills required in sport. Athletic Movement Skills covers the underlying science and offers prescriptive advice on bridging the gap between scientist and practitioner so coaches and athletes can work together to achieve dominance.

Performance Analysis of Sport IX

Author : Derek M. Peters
Publisher : Routledge
ISBN 13 : 1136167366
Total Pages : 350 pages
Book Rating : 4.1/5 (361 download)

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Book Synopsis Performance Analysis of Sport IX by : Derek M. Peters

Download or read book Performance Analysis of Sport IX written by Derek M. Peters and published by Routledge. This book was released on 2013-10-08 with total page 350 pages. Available in PDF, EPUB and Kindle. Book excerpt: Performance analysis techniques help coaches, athletes and sport science support officers to develop a better understanding of sport performance and therefore to devise more effective methods for improving that performance. Performance Analysis of Sport IX is the latest in a series of volumes that showcase the very latest scientific research into performance analysis, helping to bridge the gap between theory and practice in sport. Drawing on data from a wide variety of sports, the book covers every key topic and sub-discipline in performance analysis, including: analysis of technique technical effectiveness tactical evaluation studying patterns of play motor learning and feedback work rate and physical demands performance analysis technology analysis of elite athletes and teams effectiveness of performance analysis support observational analysis of injury risk analysis of referees Effective performance analysis is now an essential component of the high performance strategy of any elite sport team or individual athlete. This book is therefore essential reading for any advanced student or researcher working in performance analysis, and invaluable reading for any sport science support officer, coach or athletic trainer looking for ways to improve their work with athletes