Predicting the success of nations at the Summer Olympics using neural networks

@article{Condon1999PredictingTS,
  title={Predicting the success of nations at the Summer Olympics using neural networks},
  author={Edward M. Condon and Bruce L. Golden and Edward A. Wasil},
  journal={Computers & OR},
  year={1999},
  volume={26},
  pages={1243-1265}
}
In this paper, we construct several models that try to predict a country's success at the Summer Olympic Games. Our data set consists of total scores for over 271 sporting events for 195 countries that were represented at the 1996 Summer Games and information we gathered on 17 independent variables. We build linear regression models and neural network models and compare the predictions of both types of models. Overall, the best neural network model outperformed the best regression model. 
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Predicting the success of nations in the Summer Olympics using neural networks. Master's Thesis, University of Maryland at College

  • E. Condon
  • 1997
Highly Influential
5 Excerpts

Predicting the success of nations in the Summer Olympics using neural networks

  • E Condon
  • 1997

It ' s greek to U . S

  • G. Smith
  • Sports Illustrated
  • 1996

It's greek to U.S. Sports Illustrated 1996;85:32}8

  • G. Smith
  • 1996
1 Excerpt

Who will win what ?

  • A Verschoth
  • Sports Illustrated } Olympic Preview Issue
  • 1996

Who will win what? Sports Illustrated } Olympic Preview Issue 1996;231}48

  • A. Verschoth
  • 1996
2 Excerpts

Neural network models for the wire bonding process

  • X. Sun
  • Ph.D. Dissertation, College of Business and…
  • 1994
2 Excerpts

Introduction to linear regression analysis

  • D Montgomery, E. Peck
  • New York: Wiley,
  • 1992
1 Excerpt

Transformation and weighting in regression

  • R Carroll, D. Ruppert
  • He is currently Editor-in-Chief of the INFORMS…
  • 1988
1 Excerpt

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