A TOBIT REGRESSION MODEL OF FOOTBALL PERFORMANCE VARIABLES FOR A PROFITABLE FIXED ODDS BETTING STRATEGY
Keywords:Fixed odds betting rules, home win, bookmakers’ probabilities
AbstractAn analysis of in-match football team performances in European top flight matches has been undertaken to develop profitable betting strategies in the fixed odds market. Three profitable betting strategies for betting on the home win are derived using a novel application of the Tobit regression model. Net profits of in excess of 15% are obtained in unseen out-of-sample testing. The generation of these profits may indicate that general team performance information may not be correctly factored into the fixed odds offered by bookmakers.
Deloitte (2010) Football Money League, Sports Business Group, Deloitte.
Boyle M. (1994) Win at fixed odds betting, Harpenden: Oldcastle Books.
Brier G. W. (1950) Verification of weather forecasts expressed in terms of probability, Monthly Weather Review, 78, 1-3.
Clarke S. R. & Norman J. M. (1995) Home ground advantage of individual clubs in English soccer, The Statistician, 44, 509-521.
Department of Culture, Media and Sport (2007) Taking Part: The National Survey of Culture, Leisure and Sport, Chapter 9, Gambling, available from
Dixon M. J. & Coles S. C. (1997) Modelling association football scores and inefficiencies in the football betting market, Applied Statistics, 46, 265-280.
Dixon M. J. & Pope P. F. (2004) The value of statistical forecasts in the UK association football betting market, International Journal of Forecasting, 20, 697-711.
Dobson S. & Goddard J. (2001) The economics of football, Cambridge: Cambridge University Press.
Forrest D., Goddard J. & Simmons R. (2005) Odds-setters as forecasters: The case of English football, International Journal of Forecasting, 21, 551-564.
Koning R. H. (2000) Balance in competition in Dutch soccer, The Statistician, 49, 419-431
Kuypers T. (2000) Information and efficiency: An empirical study of a fixed odds betting market, Applied Economics, 32, 1353-1363.
Maher M. J. (1982) Modelling association football scores, Statistica Neerlandica, 36, 109-118.
Milliner I., White P. & Webber D. J. (2009) A statistical development of fixed odds betting rules in soccer, Journal of Gambling, Business and Economics 3(1), 89-99.
Pope P. F. & Peel D. A. (1988) Information, prices and efficiency in a fixed-odds betting market, Economica, 56, 323-341.
Rue H. & Salvesen O. (2000) Prediction and retrospective analysis of soccer matches in a league, The Statistician, 49, 399-418.
Singh S. & Younger J. (1994) BBC Tomorrow’s World programme transmitted 12th and 17th May: Boffins vs Bookies, London, BBC.
Tobin J. (1958) Estimation of relationships for limited dependent variables, Econometrica, 26, 24-36.
Wooldridge J. (2002) Econometric Analysis of Cross Section and Panel Data, Cambridge, MIT Press, pp 517-520.