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Handbook of Statistical Methods and Analyses in Sports de Jim Albert

Handbook of Statistical Methods and Analyses in Sports: Chapman & Hall/CRC Handbooks of Modern Statistical Methods

Editat de Jim Albert, Mark E. Glickman, Tim B. Swartz, Ruud H. Koning
en Limba Engleză Paperback – 11 sep 2019
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.
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Specificații

ISBN-13: 9780367331016
ISBN-10: 0367331012
Pagini: 520
Ilustrații: 24 Illustrations, color; 36 Illustrations, black and white
Dimensiuni: 178 x 254 x 28 mm
Greutate: 0.86 kg
Ediția:1
Editura: CRC Press
Colecția Chapman and Hall/CRC
Seria Chapman & Hall/CRC Handbooks of Modern Statistical Methods

Cuprins

Statistical Issues in Baseball. Overview of statistical analysis in baseball. Evaluation of batters and base runners. Evaluation of fielding. Pitching expertise and evaluation. Situational effects, clutch ability, and streakiness. Statistical Issues in Basketball. Overview of statistical analysis in basketball. Player performance evaluation through scoring margins. Evaluating player performance using spatio-temporal information. Modeling within-game progress in basketball. Experimental design in basketball Referee effects in basketball. Statistical Issues in Hockey. Overview of statistical analysis in hockey. Referee effects in ice hockey. Improvements of plus‐minus systems for measuring player performance. Modeling and prediction of game results. Evaluating goaltenders. Statistical Issues in Soccer. Overview of statistical analysis in soccer. Measuring players’ abilities. Measuring team abilities. Rating models to measure home advantage, team quality, and national team quality. Modeling game outcomes. Effectiveness of rough play (incidence of yellow/red cards, the effect of red cards and player expulsion). Statistical Issues in American Football. Overview of statistical analysis in American football. Measuring performance of quarterbacks and kickers. Predicting career success of players. Optimal strategies in kickoffs and 4th downs. In‐game win probabilities and prediction of game results. Statistical Issues in Other Sports. Cricket: modeling individual performance. Golf: using ShotLink data to develop better measures of performance, fairness of various competitions. Olympics: determining the best Olympic performances and measuring the gender gap in performance improvement, development of records. Tennis: relation of player performance and ranking. Common Statistical Issues in Many Sports. Designing conference and playoff schedules in professional sports leagues. Developing better systems for ranking players in golf and tennis. Statistical considerations for constructing round-robin and double‐elimination. Aging effects in sports. Effects of coach dismissal in different sports. Betting markets and information of those markets related to outcomes in different sports.

Notă biografică

Jim Albert is Professor of Mathematics and Statistics at Bowling Green State University; Mark E. Glickman is Senior Lecturer on Statistics at Harvard University; Ruud H. Koning is Professor of Sports Economics at the University of Groningen; and Tim Swartz is Professor of Statistics and Actuarial Science at Simon Fraser University.

Recenzii

 "The Handbook of Statistical Methods and Analysis in Sports is a phenomenal reference text capturing some of the best work of more than 40 statisticians active in the intersection of statistical methodology and sports data. It consists of 24 largely independent chapters each written by different authors, and outlines advances in statistical methodology applied to baseball, American football, basketball, ice hockey, football (soccer), golf, and cricket. The brilliant design of the text’s structure provides readers with a broad survey of the statistics-in-sports research landscape; it could reasonably be implemented in statistics curricula in a variety of formats and at different levels.
~Joe Nolan, Journal of the American Statistical Association

Descriere

This handbook provides overviews of statistical methods in sports, in-depth treatment of critical problems and challenges confronting statistical research in sports. The material in the handbook is organized by major sport followed by a section on other sports and general statistical design and analysis issues that are common to all sports.