Analytic methods in sports : using mathematics and statistics to understand data from baseball, football, basketball, and other sports

Severini, Thomas A. (Thomas Alan), 1959-

Publication Details Click to collapse Cite/Export

  • Creator Thomas A. Severini
  • Format Books
  • Publication Boca Raton : CRC Press, 2015.
  • Physical Details
    • xvi, 238 pages : illustrations ; 24 cm
  • ISBNs 9781482237016, 1482237016
  • OCLC ocn870986316

Summary

  • "One of the greatest changes in the sports world during the past 20 years has been the use of mathematical methods to analyze performances, recognize trends and patterns, and predict results. This book presents a concise but thorough introduction to the analytic and statistical methods that are useful in studying sports. It focuses on the application of the methods to sports data and the interpretation of the results. Suitable for undergraduate students studying sports analytics or taking an introductory statistics course, the book requires no prior background in statistics"--

Notes

  • Includes bibliographical references (p. 217-218) and index.

Contents

  • 1. Introduction -- 2. Describing and summarizing sports data -- 3. Probability -- 4. Statistical methods -- 5. Using correlation to detect statistical relationships -- 6. Modeling relationships using linear regression -- 7. Regression models with several predictor variables
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