Anthology of Statistics in Sports PDF Download
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Author: Jim Albert
Publisher: SIAM
ISBN: 9780898718386
Category : Mathematics
Languages : en
Pages : 327
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Book Description
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.
Author: Dr. J.P. Verma
Publisher:
ISBN: 9788178794143
Category :
Languages : en
Pages : 0
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Book Description
Author: Josh Tabor
Publisher: Macmillan
ISBN: 1429274379
Category : Juvenile Nonfiction
Languages : en
Pages : 709
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Book Description
Offering a unique and powerful way to introduce the principles of statistical reasoning, Statistical Reasoning in Sports features engaging examples and a student-friendly approach. Starting from the very first chapter, students are able to ask questions, collect and analyze data, and draw conclusions using randomization tests. Is it harder to shoot free throws with distractions? We explore this question by designing an experiment, collecting the data, and using a hands-on simulation to analyze results. Completely covering the Common Core Standards for Probability and Statistics, Statistical Reasoning in Sports is an accessible and fun way to learn about statistics!
Author: John Newell
Publisher: Routledge
ISBN: 1317904184
Category : Sports & Recreation
Languages : en
Pages : 522
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Book Description
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.
Author: Robert Kissell
Publisher: Academic Press
ISBN: 0128052937
Category : Mathematics
Languages : en
Pages : 354
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Book Description
Optimal Sports Math, Statistics, and Fantasy provides the sports community—students, professionals, and casual sports fans—with the essential mathematics and statistics required to objectively analyze sports teams, evaluate player performance, and predict game outcomes. These techniques can also be applied to fantasy sports competitions. Readers will learn how to: - Accurately rank sports teams - Compute winning probability - Calculate expected victory margin - Determine the set of factors that are most predictive of team and player performance Optimal Sports Math, Statistics, and Fantasy also illustrates modeling techniques that can be used to decode and demystify the mysterious computer ranking schemes that are often employed by post-season tournament selection committees in college and professional sports. These methods offer readers a verifiable and unbiased approach to evaluate and rank teams, and the proper statistical procedures to test and evaluate the accuracy of different models. Optimal Sports Math, Statistics, and Fantasy delivers a proven best-in-class quantitative modeling framework with numerous applications throughout the sports world. - Statistical approaches to predict winning team, probabilities, and victory margin - Procedures to evaluate the accuracy of different models - Detailed analysis of how mathematics and statistics are used in a variety of different sports - Advanced mathematical applications that can be applied to fantasy sports, player evaluation, salary negotiation, team selection, and Hall of Fame determination
Author: Peter O'Donoghue
Publisher: Routledge
ISBN: 1317810376
Category : Medical
Languages : en
Pages : 192
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Book Description
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
Author: Thomas W. Miller
Publisher: FT Press
ISBN: 0133887413
Category : Business & Economics
Languages : en
Pages : 576
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Book Description
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.
Author: Peter O'Donoghue
Publisher: Routledge
ISBN: 1136479287
Category : Mathematics
Languages : en
Pages : 417
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Book Description
Statistics for Sport and Exercise Studies guides the student through the full research process, from selecting the most appropriate statistical procedure, to analysing data, to the presentation of results, illustrating every key step in the process with clear examples, case-studies and data taken from real sport and exercise settings. Every chapter includes a range of features designed to help the student grasp the underlying concepts and relate each statistical procedure to their own research project, including definitions of key terms, practical exercises, worked examples and clear summaries. The book also offers an in-depth and practical guide to using SPSS in sport and exercise research, the most commonly used data analysis software in sport and exercise departments. In addition, a companion website includes more than 100 downloadable data sets and work sheets for use in or out of the classroom, full solutions to exercises contained in the book, plus over 1,300 PowerPoint slides for use by tutors and lecturers. Statistics for Sport and Exercise Studies is a complete, user-friendly introduction to the use of statistical tests, techniques and procedures in sport, exercise and related subjects. Visit the companion website at: www.routledge.com/cw/odonoghue
Author: Jim Albert
Publisher: SIAM
ISBN: 9780898718386
Category : Mathematics
Languages : en
Pages : 327
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Book Description
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.
Author: DR. DEVINDER K. KANSAL
Publisher: K.K. Publications
ISBN:
Category : Education
Languages : en
Pages : 608
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Book Description
CONTENTS IN BRIEF PREFACE & ACKNOWLEDGEMENTS vii PART - I: INTRODUCTION 19-77 Chapter-1: Philosophy of Testing 21 Chapter-2: Need for Sports Science to Develop Sports Excellence 36 Chapter-3: Measuring Physical Education Component is Lifeline of All Education 52 Chapter-4: History of Test and Measurement 68 PART - II: TEST CONSTRUCTION 78-143 Chapter-5: Test Classification 80 Chapter-6: Criteria of Good Test 88 Chapter-7: Construction of Psychomotor Tests 104 Chapter-8: Construction of Knowledge Tests 116 Chapter-9: Construction of Affective Tests 126 Chapter-10:Test Administration 131 PART - III: PHYSICAL TESTS 144-185 Chapter-11: Anthropometric Tests 145 Chapter-12: Testing Health Markers 164 PART - IV: PSYCHOMOTOR TESTS 186-373 Chapter-13: Introduction to Psychomotor Testing 188 Chapter-14: Muscular Strength & Endurance Testing 198 Chapter-15: Cardio-Pulmonary Endurance 212 Chapter-16: Flexibility Tests 231 Chapter-17: Muscular Power Tests 244 Chapter-18: Agility Tests 252 Chapter-19: Balance and Its Tests 260 Chapter-20: Tests of Speed Reaction Time and Coordination 272 Chapter-21: Physical Activity: Cognition and Testing 284 Chapter-22: Physical and Motor Fitness Testing 298 Chapter-23: General Motor Ability Testing 307 Chapter-24: Team Games Skill Testing 317 Chapter-25: Individual Games Skill Testing 348 PART - V: MEASUREMENTS 374-418 Chapter-26: Measurements of Champions 375 Chapter-27: Measurement of Behaviour Change and Sport for All 385 Chapter-28: Measurement and Sports Talent Selection 397 Chapter-29: Measurement and Sports Excellence 411 PART-VI: STATISTICS, EVALUATION, ACCREDITATION & STANDARDS 419-536 Chapter-30: Introduction to Statistical Tests 421 Chapter-31: Data Distribution and Central Tendency 429 Chapter-32: Variability Testing 446 Chapter-33: Normal Probability Curve 454 Chapter-34: Diagrammatic Representations of Data 458 Chapter-35: Evaluation Fundamentals 478 Chapter-36: Accreditation and Standards 494 Chapter-37: Grading : ASummative Evaluation 514 PART - VII : REFERENCE SECTION 537-608 BIBLIOGRAPHY : 538-552 APPENDIXES : 553 - 584 GLOSSARY : 585-595 INDEX : 596-601 EPILOGUE : 602 EPILOGUE A: Standards for Sports Universities’ Departments (illustrated) : 603 EPILOGUE B: Standards for Sports Universities’ Courses (illustrated) : 604 ABOUT THE AUTHOR : 606 Readers Opinions & Suggestions Form for Improvements in the Next Edition : 607
Author: Shweta Mittal
Publisher: Goyal Brothers Prakashan
ISBN: 9392530501
Category : Juvenile Nonfiction
Languages : en
Pages :
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Book Description
Data sCIenCe is the field of study that combines domain expertise, programming skills, and knowledge of mathematics and statistics to extract meaningful insights from data. Data science or data-driven science enables better decision-making, predictive analysis, and pattern discovery. It lets you find the leading cause of a problem by asking the right questions and performing an exploratory study on the data. It models the data using various algorithms and communicates and visualizes the results via graphs, dashboards, etc. This book is based on the latest CBSE syllabus. The book is divided into two sections: Part A and Part B. Part A includes the “Employability Skills” and Part B covers the “Subject-specific Skills”. This book presents the concepts in a very simple language with easy-to-understand examples adapted from day-to-day utilization of Data science technology. The chapters are supplemented with figures and additional information in the form of “DID yoU knoW”. In between the chapters, the students are given a chance to revise and challenge their understanding with the help of “CheCk yoUr knoWleDGe” and fun activities. At the end of every chapter, Multiple Choice Questions, Short and Long answer questions are given. It includes HOTS (Higher Order Thinking Skills) questions and Applied Projects for advanced and practical kinds of questions.
