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Optimal Sports Math, Statistics, and Fantasy

Autor Robert Kissell, James Poserina
en Limba Engleză Hardback – 9 apr 2017
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
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Specificații

ISBN-13: 9780128051634
ISBN-10: 0128051639
Pagini: 352
Dimensiuni: 152 x 229 x 22 mm
Greutate: 0.64 kg
Editura: ELSEVIER SCIENCE

Cuprins

1. How They Play the Game2. Regression Models3. Probability Models4. Advanced Math and Statistics5. Sports Prediction Models6. Football - NFL7. Basketball - NBA8. Hockey - NHL9. Soccer - MLS10. Baseball - MLB11. Statistics in Baseball12. Fantasy Sports Models13. Advanced Modeling Techniques