Statistical analysis of notational AFL data using continuous time Markov chains
Animal biologists commonly use continuous time Markov chain models to describe patterns of animal behaviour. In this paper we consider the use of these models for describing AFL football. In particular we test the assumptions for continuous time Markov chain models (CTMCs), with time, distance and speed values associated with each transition. Using a simple event categorisation it is found that a semi-Markov chain model is appropriate for this data. This validates the use of Markov Chains for future studies in which the outcomes of AFL matches are simulated.
© Copyright 2006 Journal of Sports Science & Medicine. Department of Sports Medicine - Medical Faculty of Uludag University. All rights reserved.
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| Notations: | sport games training science |
| Published in: | Journal of Sports Science & Medicine |
| Language: | English |
| Published: |
2006
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| Online Access: | http://www.jssm.org/vol5/n4/8/v5n4-8abst.php |
| Issue: | 5 |
| Pages: | 525-532 |
| Document types: | article |
| Level: | advanced |