Data Analysis In Sport

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Data Analysis in Sport

Peter O'Donoghue,Lucy Holmes
Data Analysis in Sport Book PDF

Author : Peter O'Donoghue,Lucy Holmes
Publisher : Routledge
Page : 237 pages
File Size : 50,8 Mb
Release : 2014-10-24
Category : Medical
ISBN : 9781317810377

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Data Analysis in Sport by Peter O'Donoghue,Lucy Holmes Pdf

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

Applied Sport Business Analytics

Christopher Atwater,Robert E. Baker,Ted Kwartler
Applied Sport Business Analytics Book PDF

Author : Christopher Atwater,Robert E. Baker,Ted Kwartler
Publisher : Human Kinetics
Page : 218 pages
File Size : 52,5 Mb
Release : 2022-03-17
Category : Sports administration
ISBN : 9781492598534

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Applied Sport Business Analytics by Christopher Atwater,Robert E. Baker,Ted Kwartler Pdf

"This book addresses the fundamental use of analytical metrics to inform sport managers, framing sport analytics for practical use within organizations. The book is organized to present the background of sport analytics, why it is useful, selected techniques and tools employed, and its applications in sport organizations. The text guides the reader in selecting and communicating information in a useable format, and the translation of metrics in informing managers, guiding decisions, and maximizing efficiency in achieving desired outcomes"--

Sport Analytics

Gil Fried,Ceyda Mumcu
Sport Analytics Book PDF

Author : Gil Fried,Ceyda Mumcu
Publisher : Taylor & Francis
Page : 256 pages
File Size : 40,8 Mb
Release : 2016-11-10
Category : Business & Economics
ISBN : 9781317212881

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Sport Analytics by Gil Fried,Ceyda Mumcu Pdf

The increasing availability of data has transformed the way sports are played, promoted and managed. This is the first textbook to explain how the big data revolution is having a profound influence across the sport industry, demonstrating how sport managers and business professionals can use analytical techniques to improve their professional practice. While other sports analytics books have focused on player performance data, this book shows how analytics can be applied to every functional area of sport business, from marketing and event management to finance and legal services. Drawing on research that spans the entire sport industry, it explains how data is influencing the most important decisions, from ticket sales and human resources to risk management and facility operations. Each chapter contains real world examples, industry profiles and extended case studies which are complimented by a companion website full of useful learning resources. Sport Analytics: A data-driven approach to sport business and management is an essential text for all sport management students and an invaluable reference for any sport management professional involved in operational research.

Sports Analytics and Data Science

Thomas W. Miller
Sports Analytics and Data Science Book PDF

Author : Thomas W. Miller
Publisher : FT Press
Page : 576 pages
File Size : 44,6 Mb
Release : 2015-11-18
Category : Business & Economics
ISBN : 9780133887419

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Sports Analytics and Data Science by Thomas W. Miller Pdf

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.

Match Analysis

Daniel Memmert
Match Analysis Book PDF

Author : Daniel Memmert
Publisher : Routledge
Page : 380 pages
File Size : 50,5 Mb
Release : 2021-11-14
Category : Health & Fitness
ISBN : 9781000463774

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Match Analysis by Daniel Memmert Pdf

Match analysis is a performance-diagnostic procedure, which can be used to carry out systematic gaming analysis during competition and training. The analysis of team and racket sports, whether in competition, for opponent preparation (match plan), follow-up, or training is nowadays indispensable in many sports games at different levels. This analysis nevertheless presents many open questions and problem areas: Which data should be used? Who manages the data? Who provides whom with which information? How is this information presented, digested, and applied? The more complex and anonymous the data management is, the more commercial, expensive, and uncontrollable information management and provision becomes. Match Analysis: How to Use Data in Professional Sport is the first book to examine this topic through three types of data sets; video, event, and position data and show how to interpret this data and apply the findings for better team and individual sport performance. This innovative new volume is key reading for researchers, students, and practitioners alike in the fields of Coaching, Performance Analysis, Sport Management, and related specific sport disciplines.

Sport Business Analytics

C. Keith Harrison,Scott Bukstein
Sport Business Analytics Book PDF

Author : C. Keith Harrison,Scott Bukstein
Publisher : CRC Press
Page : 236 pages
File Size : 51,7 Mb
Release : 2016-11-18
Category : Computers
ISBN : 9781315350622

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Sport Business Analytics by C. Keith Harrison,Scott Bukstein Pdf

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.

Data Analysis and Research for Sport and Exercise Science

Craig Williams,Chris Wragg
Data Analysis and Research for Sport and Exercise Science Book PDF

Author : Craig Williams,Chris Wragg
Publisher : Routledge
Page : 147 pages
File Size : 55,7 Mb
Release : 2004-08-02
Category : Sports & Recreation
ISBN : 9781134439010

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Data Analysis and Research for Sport and Exercise Science by Craig Williams,Chris Wragg Pdf

This is a handbook written for undergraduate sports and exercise science students and should be of particular use to students undertaking research projects and a research-based dissertation. The text is divided into three main areas of Research and Design, Data Analysis and the Interpretation of Findings.

Sports Analytics

Ambikesh Jayal,Allistair McRobert,Giles Oatley,Peter O'Donoghue
Sports Analytics Book PDF

Author : Ambikesh Jayal,Allistair McRobert,Giles Oatley,Peter O'Donoghue
Publisher : Routledge
Page : 236 pages
File Size : 50,8 Mb
Release : 2018-06-12
Category : Sports & Recreation
ISBN : 9781351838955

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Sports Analytics by Ambikesh Jayal,Allistair McRobert,Giles Oatley,Peter O'Donoghue Pdf

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.

Basketball Data Science

Paola Zuccolotto,Marica Manisera
Basketball Data Science Book PDF

Author : Paola Zuccolotto,Marica Manisera
Publisher : CRC Press
Page : 245 pages
File Size : 44,5 Mb
Release : 2020-01-03
Category : Business & Economics
ISBN : 9780429894268

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Basketball Data Science by Paola Zuccolotto,Marica Manisera Pdf

Using data from one season of NBA games, Basketball Data Science: With Applications in R is the perfect book for anyone interested in learning and applying data analytics in basketball. Whether assessing the spatial performance of an NBA player's shots or doing an analysis of the impact of high pressure game situations on the probability of scoring, this book discusses a variety of case studies and hands-on examples using a custom R package. The codes are supplied so readers can reproduce the analyses themselves or create their own. Assuming a basic statistical knowledge, Basketball Data Science with R is suitable for students, technicians, coaches, data analysts and applied researchers. Features: One of the first books to provide statistical and data mining methods for the growing field of analytics in basketball Presents tools for modelling graphs and figures to visualize the data Includes real world case studies and examples, such as estimations of scoring probability using the Golden State Warriors as a test case Provides the source code and data so readers can do their own analyses on NBA teams and players

Analytic Methods in Sports

Thomas A. Severini
Analytic Methods in Sports Book PDF

Author : Thomas A. Severini
Publisher : CRC Press
Page : 327 pages
File Size : 49,6 Mb
Release : 2020-04-15
Category : Mathematics
ISBN : 9781000050943

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Analytic Methods in Sports by Thomas A. Severini Pdf

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

Sports Data Mining

Robert P. Schumaker,Osama K. Solieman,Hsinchun Chen
Sports Data Mining Book PDF

Author : Robert P. Schumaker,Osama K. Solieman,Hsinchun Chen
Publisher : Springer Science & Business Media
Page : 138 pages
File Size : 55,6 Mb
Release : 2010-09-10
Category : Computers
ISBN : 9781441967305

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Sports Data Mining by Robert P. Schumaker,Osama K. Solieman,Hsinchun Chen Pdf

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.

Sports Analytics

Benjamin C. Alamar
Sports Analytics Book PDF

Author : Benjamin C. Alamar
Publisher : Columbia University Press
Page : 219 pages
File Size : 55,9 Mb
Release : 2024-05-28
Category : Sports & Recreation
ISBN : 9780231555890

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Sports Analytics by Benjamin C. Alamar Pdf

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.

Data Analysis in Sport

Peter O'Donoghue,Lucy Holmes (Teacher in performance analysis)
Data Analysis in Sport Book PDF

Author : Peter O'Donoghue,Lucy Holmes (Teacher in performance analysis)
Publisher : Routledge
Page : 278 pages
File Size : 50,6 Mb
Release : 2015
Category : Business & Economics
ISBN : 1315816350

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Data Analysis in Sport by Peter O'Donoghue,Lucy Holmes (Teacher in performance analysis) Pdf

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

Critical Issues in Global Sport Management

Nico Schulenkorf,Stephen Frawley
Critical Issues in Global Sport Management Book PDF

Author : Nico Schulenkorf,Stephen Frawley
Publisher : Taylor & Francis
Page : 298 pages
File Size : 41,9 Mb
Release : 2016-10-04
Category : Sports & Recreation
ISBN : 9781317434641

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Critical Issues in Global Sport Management by Nico Schulenkorf,Stephen Frawley Pdf

The social, cultural and economic significance of sport has never been more evident than it is today. Adopting a critical management perspective, this book examines the most important themes and challenges in global sport management. From match-fixing, doping, bribery and corruption to corporate social responsibility, governance, and new media, it helps students, researchers and practitioners to understand the changing face of the global sport industry. Written by leading international sport management experts, Critical Issues in Global Sport Management includes twenty chapters and real-life case studies from around the world. It examines contemporary governance and management issues as well as the ethical challenges faced by the global sport industry, including questions of integrity and accountability in recent drug scandals that have been widely reported and debated. This book deals with such questions and many more, highlighting the fact that the global sport system is in urgent need of new and innovative solutions to these ongoing problems. Based on cutting-edge research from the US, UK, Australia, Europe and beyond, this book will add depth and currency to any course in sport management, sport business, sport development, or sport events.

Notational Analysis of Sport

Mike Hughes,Ian M. Franks
Notational Analysis of Sport Book PDF

Author : Mike Hughes,Ian M. Franks
Publisher : Psychology Press
Page : 324 pages
File Size : 49,5 Mb
Release : 2004
Category : Education
ISBN : 041529004X

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Notational Analysis of Sport by Mike Hughes,Ian M. Franks Pdf

This collection of essays and reviews represents the most significant and comprehensive writing on Shakespeare's A Comedy of Errors. Miola's edited work also features a comprehensive critical history, coupled with a full bibliography and photographs of major productions of the play from around the world. In the collection, there are five previously unpublished essays. The topics covered in these new essays are women in the play, the play's debt to contemporary theater, its critical and performance histories in Germany and Japan, the metrical variety of the play, and the distinctly modern perspective on the play as containing dark and disturbing elements. To compliment these new essays, the collection features significant scholarship and commentary on The Comedy of Errors that is published in obscure and difficulty accessible journals, newspapers, and other sources. This collection brings together these essays for the first time.