Table of Contents
Acknowledgments . . . xi
About the Authors . . . xiii
Preface . . . xv
Chapter 1: Maybe the Fans Are Right . . . 1
Sporting Rationality. . . 3
Crunchers, “Experts,” and the Wrath of Randomness . . . 5
A Century of Mistakes in Baseball . . . 7
Chapter 2: Defending Isiah . . . 13
Isiah Thomas Illustrates How Money Can’t Buy You Love . . . 14
Getting Paid in the NBA. . . 20
Coaching Contradictions. . . 23
Isiah’s Defense. . . 28
Chapter 3: The Search for Useful Stats . . . 33
Identifying the Most “Useful” Numbers . . . 33
The Most Important Position in Team Sports? . . . 39
Assigning Wins and Losses . . . 47
Chapter 4: Football in Black and White . . . 49
A Brief History of the Black Quarterback . . . 50
Performance in Black and White . . . 55
Quarterback Pay in Black and White . . . 63
Chapter 5: Finding the Face of the Franchise . . . 67
Birth of the Draft . . . 68
The Problem with Picking First . . . 69
How to Get Picked First? . . . 78
Back to Kostka. . . . 80
Chapter 6: The Pareto Principle and Drafting Mistakes . . . 83
The Pareto Principle and Losing to Win . . . 83
The NBA Draft and NBA Performance. . . 93
Catching a Baseball Draft . . . 100
Chapter 7: Inefficient on the Field . . . 103
Just Go For It! . . . 106
Evaluating the Little Man in Football . . . 113
The Hot Hand and Coaching Contradictions . . . 115
Chapter 8: Is It the Teacher or the Students? . . . 119
The Wealth of Coaching . . . 120
“Take Your’n and Beat His’n” . . . 122
Deck Chairs? . . . 125
Growing Older and Diminishing Returns . . . 126
Putting the Picture Together . . . 132
Chapter 9: Painting a Bigger Picture . . . 135
Appendix A: Measuring Wins Produced in the NBA . . . 141
A Very Brief Introduction to Regression Analysis . . . 141
Modeling Wins in the NBA . . . 143
Calculating Wins Produced in the NBA. . . 148
Win Score and PAWS48 . . . 154
A Comment on Alternatives . . . 156
Three Objections to Wins Produced for the NBA . . . 158
Appendix B: Measuring Wins Produced in the NFL . . . 161
Endnotes . . . 173
Chapter 1 . . . 173
Chapter 2 . . . 176
Chapter 3 . . . 181
Chapter 4 . . . 186
Chapter 5 . . . 189
Chapter 6 . . . 194
Chapter 7 . . . 198
Chapter 8 . . . 202
Chapter 9 . . . 207
References . . . 209
Books and Articles . . . 209
Web Sites . . . 222
Index . . . 225