Publications Home » Predicting the outcomes of tennis...
Predicting the outcomes of tennis matches using a low-level point model
Demetris Spanias, William J. Knottenbelt
- Journal Article
- IMA Journal of Management Mathematics
- 2012
- IOS Press
- DOI 10.1093/imaman/dps010
- Abstract
Quantitative analysis in tennis has become more important in recent years with the introduction of online betting exchanges. In this paper, the probability of winning a match in tennis is derived hierarchically starting from the probability of each player winning a point on their serve. Under the assumption that each point is identically and independently distributed, the probability of each player winning a point when serving and when returning serve is derived using player statistics. These probabilities can be used to calculate probabilities of winning a game, a set and consequently the match from any point in a live game. Simulated results are then tested against real-world data and compared against existing models in the literature.
- Keywords
- AESOP
BibTEX file for the publication
pubs.doc.ic.ac.uk: built & maintained by Ashok Argent-Katwala.