Profitable Strategies in Horse Race Betting Markets

In this paper we discuss a way to construct a strategy of betting that can generate abnormal returns in horse race betting markets. Using the theory of discrete choice models and Generalised Additive Models one can build a model to predict the probability of a given horse winning a given race. The paper further discusses the Kelly betting system as a way of exploiting estimates of winning probabilities so to generate abnormal returns. 1