Handbook Of Statistical Methods And Analyses In Sports
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Handbook Of Statistical Methods And Analyses In Sports
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Author : Jim Albert
language : en
Publisher: CRC Press
Release Date : 2017-02-03
Handbook Of Statistical Methods And Analyses In Sports written by Jim Albert and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-02-03 with Mathematics categories.
This handbook will provide both overviews of statistical methods in sports and in-depth treatment of critical problems and challenges confronting statistical research in sports. The material in the handbook will be organized by major sport (baseball, football, hockey, basketball, and soccer) followed by a section on other sports and general statistical design and analysis issues that are common to all sports. This handbook has the potential to become the standard reference for obtaining the necessary background to conduct serious statistical analyses for sports applications and to appreciate scholarly work in this expanding area.
Analytic Methods In Sports
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Author : Thomas A. Severini
language : en
Publisher: CRC Press
Release Date : 2020-04-15
Analytic Methods In Sports written by Thomas A. Severini and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-04-15 with Mathematics categories.
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
Analytic Methods In Sports
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Author : Thomas Alan Severini
language : en
Publisher:
Release Date : 2020
Analytic Methods In Sports written by Thomas Alan Severini and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020 with MATHEMATICS categories.
"Analytic Methods in Sports: Using Mathematics and Statistics to Understand Data from Baseball, Football, Basketball, and Other Sports, 2nd Edition provides a concise yet thorough introduction to the analytic and statistical methods that are useful in studying sports. 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"--
Statistics In Sport
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Author : Jay Bennett
language : en
Publisher: Hodder Education
Release Date : 1998
Statistics In Sport written by Jay Bennett and has been published by Hodder Education this book supported file pdf, txt, epub, kindle and other format this book has been release on 1998 with Mathematics categories.
Although sports statistics receive vast amounts of media attention, disciplined analysis of the data is rare and the analyses published by statisticians are typically scattered across journals and conferences. This book is the first in over twenty years to provide a comprehensive and accessible survey of statistics in sports. It contains separate chapters devoted to American football, baseball, basketball, cricket, soccer, golf, ice hockey, tennis, and track and field. Four additional chapters review outcome predictions, graphical techniques, tournament designs, and Bayesian applications across all sports. Each chapter has been written by a recognized statistical authority in that field and includes the history of statistics in that sport, a look at current statistical issues, and an evaluation of current statistical models. Themes throughout the book include player ratings, the existence of hot streaks and clutch play, prediction of record performances, and the effects of changes in rules, scoring and tournament structures. The book will interest any sports fan wishing to go beyond the data in newspapers and magazines, and will be an invaluable resource for statistics instructors looking for exciting material.
Data Analysis In Sport
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Author : Peter O'Donoghue
language : en
Publisher: Routledge
Release Date : 2014-10-24
Data Analysis In Sport written by Peter O'Donoghue and has been published by Routledge this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-10-24 with Medical categories.
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
Anthology Of Statistics In Sports
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Author : Jim Albert
language : en
Publisher: SIAM
Release Date : 2005-01-01
Anthology Of Statistics In Sports written by Jim Albert and has been published by SIAM this book supported file pdf, txt, epub, kindle and other format this book has been release on 2005-01-01 with Mathematics categories.
The unlikely worlds of sports fans and statisticians collide in this interesting and accessible collection of previously published articles on the use of statistics to analyze sports, which the editors have thoughtfully culled from a variety of American Statistical Association (ASA) publications. Heavily weighted in the areas of competition (rating players and teams, evaluating strategies for victory), the articles vary in mathematical complexity, but most will be accessible to readers with a general knowledge of statistics. Newly written material from the editors and other notable contributors introduces each section of the book, and a chapter with suggestions on using the articles in the classroom is included. Organized by sport to make it easy for readers to find the papers in their particular areas of interest, Anthology of Statistics in Sports contains separate sections devoted to the major North American team sports of baseball, football, basketball, and ice hockey. Two additional sections cover miscellaneous sports and more general issues related to sports and statistics. This book grew from the efforts of members of the ASA Section on Statistics in Sports, which is dedicated to promoting high professional standards in the application of statistics to sports and fostering statistical education in sports.
Statistics For Sports And Exercise Science
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Author : John Newell
language : en
Publisher: Routledge
Release Date : 2014-12-05
Statistics For Sports And Exercise Science written by John Newell and has been published by Routledge this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-12-05 with Sports & Recreation categories.
Statistics in Sport and Exercise Science assumes no prior knowledge of statistics and uses real-life case studies to introduce the importance of statistics in sport and exercise science. Statistical tests and techniques are described here in a friendly and easy-to-understand manner, giving you the confidence to analyses data and complete your own statistical studies.
Data Analysis In Sport
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Author : Peter O'Donoghue
language : en
Publisher: Routledge
Release Date : 2015
Data Analysis In Sport written by Peter O'Donoghue and has been published by Routledge this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015 with Business & Economics categories.
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
Sport Industry Research And Analysis
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Author : Jacquelyn Cuneen
language : en
Publisher: Routledge
Release Date : 2017-05-08
Sport Industry Research And Analysis written by Jacquelyn Cuneen and has been published by Routledge this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-05-08 with Sports & Recreation categories.
Sport Industry Research & Analysis offers a no-nonsense, straightforward approach to the study of research design and statistical analysis in the sport enterprise. Each chapter outlines real-world instances in which research and statistics contribute to bottom-line decisions. The book includes clear, progressive instructions, using spreadsheets for statistical computations and analyses. The explanations for the calculations and analyses are presented in the context of sport industry scenarios with sample data. Additional scenarios with sample data provide hands-on practice with each statistical test. "In Practice" contributions from sport industry professionals demonstrate how these practitioners use research and statistical analysis in their everyday tasks. This book's succinct, applied approach to research design and statistical analyses provides readers with essential skills to help them understand the importance of an information-based approach to decision making in the sport enterprise.
Sports Analytics And Data Science
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Author : Thomas W. Miller
language : en
Publisher: FT Press
Release Date : 2015-11-18
Sports Analytics And Data Science written by Thomas W. Miller and has been published by FT Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-11-18 with Business & Economics categories.
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.