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A Bradley-Terry Artificial Neural Network Model for Individual ...

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24 Joshua Menke, Tony Martinez<br />

<strong>for</strong> sub-groups of players to play in “fire-teams” in games like Enemy Territory.<br />

An interaction model can be designed that uses the fire-teams as<br />

a basis without needing to consider the intractable number of all-possible<br />

interactions.<br />

References<br />

<strong>Bradley</strong>, R., & <strong>Terry</strong>, M. (1952). The rank analysis of incomplete block<br />

designs I: The method of paired comparisions. Biometrika, 39, 324–<br />

345.<br />

David, H. A. (1988). The method of paired comparisons. Ox<strong>for</strong>d University<br />

Press.<br />

Davidson, R. R., & Farquhar, P. H. (1976). A bibliography on the method<br />

of paired comparisons. Biometrics, 32, 241–252.<br />

Glickman, M. E. (1999). Parameter Estimation in Large Dynamic Paired<br />

Comparison Experiments. Applied Statistics, 48(3), 377–394.<br />

Hastie, T., & Tibshirani, R. (1998). Classification by pairwise coupling. In<br />

M. I. Jordan, M. J. Kearns, & S. A. Solla (Eds.), Advances in neural<br />

in<strong>for</strong>mation processing systems (Vol. 10). The MIT Press.<br />

Huang, T.-K., Lin, C.-J., & Weng, R. C. (2005). A generalized bradleyterry<br />

model: From group competition to individual skill. In L. K.<br />

Saul, Y. Weiss, & L. Bottou (Eds.), Advances in neural in<strong>for</strong>mation<br />

processing systems 17 (p. 601-608). Cambridge, MA: MIT Press.

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