Sports Performance Measurement and Analytics

Sports Performance Measurement and Analytics

Author: Lorena Martin

Publisher: FT Press

Published: 2016-02-03

Total Pages: 561

ISBN-13: 0134193881

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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.


Fuzzy Systems and Data MiningII

Fuzzy Systems and Data MiningII

Author: S.-L. Sun

Publisher: IOS Press

Published: 2016-11-24

Total Pages: 652

ISBN-13: 1614997225

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Fuzzy systems and data mining are now an essential part of information technology and data management, with applications affecting every imaginable aspect of our daily lives. This book contains 81 selected papers from those accepted and presented at the 2nd international conference on Fuzzy Systems and Data Mining (FSDM2016), held in Macau, China, in December 2016. This annual conference focuses on 4 main groups of topics: fuzzy theory, algorithm and system; fuzzy applications; the interdisciplinary field of fuzzy logic and data mining; and data mining, and the event provided a forum where more than 100 qualified, high-level researchers and experts from over 20 countries, including 4 keynote speakers, gathered to create an important platform for researchers and engineers worldwide to engage in academic communication. All the papers collected here present original ideas, methods and results of general significance supported by clear reasoning and compelling evidence, and as such the book represents a valuable and wide ranging reference resource of interest to all those whose work involves fuzzy systems and data mining.


Routledge Handbook of Sport Management

Routledge Handbook of Sport Management

Author: Leigh Robinson

Publisher: Routledge

Published: 2013-03-01

Total Pages: 487

ISBN-13: 1136660879

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The Routledge Handbook of Sport Management is the most up-to-date and comprehensive guide to theory and practice in sport management ever published. It provides students and scholars with a broad ranging survey of current thinking in contemporary sport management, exploring best practice in core functional areas and identifying important future directions for new research. Key topics covered in the book include: managing performance marketing human resource management the economics and finance of sport strategy managing change governance of sports organizations customer relations branding and retail. With contributions from leading scholars and professionals from around the world, the book illustrates the global nature of contemporary sport business and highlights the opportunities and challenges for managers operating in an international market place. Representing a definitive survey of contemporary issues in sport management, this is an essential reference for all students, scholars and practitioners working in sport.


Computer and Information Science

Computer and Information Science

Author: Roger Lee

Publisher: Springer

Published: 2008-05-07

Total Pages: 291

ISBN-13: 3540791876

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The 7th IEEE/ACIS Conference and the 2nd IEEE/ACIS Workshop on e-Activity (IWEA 2008) featured researchers from around the world. The conference organizers selected 23 outstanding papers for this volume of Springer’s Studies in Computational Intelligence.


Sports Entrepreneurship

Sports Entrepreneurship

Author: Christopher Mumford

Publisher: Columbia University Press

Published: 2023-09-26

Total Pages: 316

ISBN-13: 0231551649

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The business side of sports isn’t just the established terrain of NFL, NBA, and MLB teams and their billionaire owners. Entrepreneurs are launching dynamic new businesses that are transforming the broader sports landscape. What are the up-and-coming opportunities and high-growth areas for start-ups today? This book is for anyone who dreams of starting a sports business. Christopher Mumford explores the state of the game in data analytics, sports betting, eSports, youth sports, fitness, and the fan experience. He surveys the key players in each sector, identifying possibilities and constraints for new entrants. Interviews with figures such as the creator of a “Bloomberg platform for soccer,” a professional sports bettor, and the founder of a fantasy-sports-focused analytics company add vital insight. Mumford also shares the stories of his own sports start-ups and offers advice based on these experiences. Sports Entrepreneurship details practical step-by-step methods for turning an idea into an enterprise. Mumford guides readers through an actionable framework: map out interests and goals, recognize opportunities, get feedback from users, and accelerate growth. Written for a broad audience, from practitioners seeking to jump-start their next big idea to students in sports management and entrepreneurship, this book is an indispensable guide to new opportunities in the sports industry.


Business Forecasting

Business Forecasting

Author: Michael Gilliland

Publisher: John Wiley & Sons

Published: 2015-12-17

Total Pages: 419

ISBN-13: 1119228271

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A comprehensive collection of the field's most provocative, influential new work Business Forecasting compiles some of the field's important and influential literature into a single, comprehensive reference for forecast modeling and process improvement. It is packed with provocative ideas from forecasting researchers and practitioners, on topics including accuracy metrics, benchmarking, modeling of problem data, and overcoming dysfunctional behaviors. Its coverage includes often-overlooked issues at the forefront of research, such as uncertainty, randomness, and forecastability, as well as emerging areas like data mining for forecasting. The articles present critical analysis of current practices and consideration of new ideas. With a mix of formal, rigorous pieces and brief introductory chapters, the book provides practitioners with a comprehensive examination of the current state of the business forecasting field. Forecasting performance is ultimately limited by the 'forecastability' of the data. Yet failing to recognize this, many organizations continue to squander resources pursuing unachievable levels of accuracy. This book provides a wealth of ideas for improving all aspects of the process, including the avoidance of wasted efforts that fail to improve (or even harm) forecast accuracy. Analyzes the most prominent issues in business forecasting Investigates emerging approaches and new methods of analysis Combines forecasts to improve accuracy Utilizes Forecast Value Added to identify process inefficiency The business environment is evolving, and forecasting methods must evolve alongside it. This compilation delivers an array of new tools and research that can enable more efficient processes and more accurate results. Business Forecasting provides an expert's-eye view of the field's latest developments to help you achieve your desired business outcomes.


Sports Data Mining

Sports Data Mining

Author: Robert P. Schumaker

Publisher: Springer Science & Business Media

Published: 2010-09-10

Total Pages: 144

ISBN-13: 1441967303

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Data mining is the process of extracting hidden patterns from data, and it’s commonly used in business, bioinformatics, counter-terrorism, and, increasingly, in professional sports. First popularized in Michael Lewis’ best-selling Moneyball: The Art of Winning An Unfair Game, it is has become an intrinsic part of all professional sports the world over, from baseball to cricket to soccer. While an industry has developed based on statistical analysis services for any given sport, or even for betting behavior analysis on these sports, no research-level book has considered the subject in any detail until now. Sports Data Mining brings together in one place the state of the art as it concerns an international array of sports: baseball, football, basketball, soccer, greyhound racing are all covered, and the authors (including Hsinchun Chen, one of the most esteemed and well-known experts in data mining in the world) present the latest research, developments, software available, and applications for each sport. They even examine the hidden patterns in gaming and wagering, along with the most common systems for wager analysis.