EFFICIENCY OF RACETRACK BETTING MARKETS. editors. Donald B Hausch. University of Wisconsin-Madison, USA. Victor SY Lo

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1 EFFICIENCY OF RACETRACK BETTING MARKETS 2008 Edition editors Donald B Hausch University of Wisconsin-Madison, USA Victor SY Lo University of British Columbia, Canada William TZiemba University of British Columbia, Canada World Scientific NEW JERSEY LONDON SINGAPORE BEIJING SHANGHAI HONG KONG TAIPEI CHENNAI

2 Contents Preface to 2008 Edition Preface in 1994 Edition List of Contributors Acknowledgments xiii xix xxi xxv Introduction 1 PART I. PSYCHOLOGICAL STUDIES Introduction^*) Psychological Studies 7 Odds Adjustments by American Horse-Race Bettors 9 R.M. Griffith Stability of Choices among Uncertain Alternatives 15 W.H. McGlothlin A Footnote on Horse Race Betting 27 R.M. Griffith Biases in Betting: An Application of Laboratory Findings 31 M.A. Metzger PART II. UTILITY PREFERENCES OF RACETRACK BETTORS Introduction to Utility Preferences of Racetrack Bettors 39 On the Robustness of the Arrow-Pratt Risk Aversion Measure 41 J.G. Kallberg and W.T. Ziemba Utility Analysis and Group Behavior: An Empirical Study 47 M. Weitzman

3 viii CONTENTS Gambling and Rationality 57 R.N. Rosett Probability and Utility Estimates for Racetrack Bettors 71 M.M. Ali PART III. ECONOMIC AND MATHEMATICAL INSIGHTS Introduction to Economic and Mathematical Insights 87 Optimal Horse Race Bets 93 R. Isaacs Concavity Properties of Racetrack Betting Models 99 J.G. Kallberg and W.T. Ziemba Optimal Bets in Pari-Mutuel Systems 109 N. Levin Growth versus Security in Dynamic Investment Analysis 127 L.C. MacLean, W.T. Ziemba and G. Blazenko Searching for Positive Returns at the Track: A Multinomial Logit 151 Model for Handicapping Horse Races R.N. Bolton and R.G. Chapman Still Searching for Positive Returns at the Track: Empirical Results 173 From 2,000 Hong Kong Races R.G. Chapman Computer Based Horse Race Handicapping and Wagering Systems: 183 A Report W. Benter An Empirical Cross-Validation of Alternative Classification 199 Strategies Applied to Harness Racing Data for Win Bets L.H. Ludlow Assigning Probabilities to the Outcomes of Multi-Entry Competitions 213 D.A. Harville

4 CONTENTS ix Permutation Probabilities as Models for Horse Races 219 R.J. Henery Estimating the Probabilities of the Outcomes of a Horse Race 225 (Alternatives to the Harville Formulas) H.S. Stern Application of Running Time Distribution Models in Japan 237 V.S.Y. Lo PART IV. EFFICIENCY OF WIN MARKETS AND THE FAVORITE-LONGSHOT BIAS Introduction to the Efficiency of Win Markets and 251 the Favorite-Long shot Bias Anomalies - Parimutuel Betting Markets: Racetracks and Lotteries 255 R. Thaler and W.T. Ziemba Horse Racing: Testing the Efficient Markets Model 269 W.W. Snyder Back on the Track with the Efficient Markets Hypothesis 279 R.L. Loosey and J.C. Talbott, Jr. Subjective Information and Market Efficiency in a Betting Model 285 S. Figlewski Racetrack Betting and Informed Behavior 299 P. Asch, B.G. Malkiel and R.E. Quandt Applications of Logit Models in Racetrack Data 307 V.S.Y. Lo Betting and Equilibrium 315 R.E. Quandt Differences of Opinion at the Racetrack 323 S.R. Blough

5 x CONTENTS Prices of State Contingent Claims with Insider Traders, and the 343 Favourite-Longshot Bias H.S. Shin PART V. PRICES VERSUS HANDICAPPING: PLACE AND SHOW ANOMALIES Introduction to Prices versus Handicapping: Place and Show Anomalies 355 Market Efficiency in Racetrack Betting 357 P. Asch, B.G. Malkiel and R.E. Quandt Market Efficiency in Racetrack Betting: Further Evidence and 369 a Correction P. Asch, B.G. Malkiel and R.E. Quandt Efficiency of the Market for Racetrack Betting 373 " D.B. Hausch, W.T. Ziemba and M.R. Rubinstein Transactions Costs, Extent of Inefficiencies, Entries and Multiple 391 Wagers in a Racetrack Betting Model D.B. Hausch and W.T. Ziemba Arbitrage Strategies for Cross-Track Betting on Major Horse Races 405 D.B. Hausch and W.T. Ziemba Locks at the Racetrack 423 D.B. Hausch and W.T. Ziemba Racetrack Betting - An Example of a Market with Efficient Arbitrage 431 J.R. Ritter PART VI. EFFICIENCY OF EXOTIC WAGERING MARKETS Introduction to the Efficiency of Exotic Wagering Markets 445 Some Evidence of the Efficiency of a Speculative Market 447 M.M. Ali

6 CONTENTS xi Efficiency and Profitability in Exotic Bets 453 P. Asch and R.E. Quandt How Accurately do Bettors Bet on Doubles? 465 V.S.Y. Lo and K. Busche Pricing Exotic Racetrack Wagers 469 On the Efficiency of the Market for Double (Quinella) Bets 485 at a Finnish Racetrack A. Kanto and G. Rosenqvist Efficient Market Adjustment of Odds Prices to Reflect Track Biases 499 B.R. Canfield, B. Fauman and W.T. Ziemba Post Position Bias; An Econometric Analysis of the 1987 Season 511 at Exhibition Park S. Betton PART VII. RESEARCH IN THE COMMONWEALTH AND ASIA Introduction to the Efficiency of Racetrack Betting Markets in England 529 On the Efficiency and Equity of Betting Markets 533 J. Dowie Winning Systems? Some Further Evidence on Insiders and Outsiders 545 in British Horse Race Betting N.F.R. Crafts An Examination of Market Efficiency in British Racetrack Betting 551 P.E. Gabriel and J.R. Marsden An Examination of Market Efficiency in British Racetrack Betting: 563 Errata and Corrections P.E. Gabriel and J.R. Marsden The Dr. Z Betting System in England 567 W.T. Ziemba and D.B. Hausch

7 xii CONTENTS The Efficiency of Racetrack Betting Markets: Australian Evidence 575 R. Bird and M. McCrae Anomalies in the Gambling Market 583 R.H. Tuckwell Tests of the Efficiency of Racetrack Betting Using Bookmaker Odds 593 R. Bird and M. McCrae An Exception to the Risk Preference Anomaly 605 K. Busche and CD. Hall Efficient Market Results in an Asian Setting 615 K. Busche Cross-Track Betting: Is the Grass Greener on the Other Side? 617 S.M. Leong and K.G. Lim Annotated Additional Bibliography 631 Annotated Bibliography of Handicapping Books 639 Index 643

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