BAYESIAN NON-LINEAR MODELS

ASSIGNMENT 5: SUMMARY



ASSIGNMENT 5
BAYESIAN NON-LINEAR MODELS

Analysis of Champions League Results

1... Download the champions league results of  the season 98-99 from the web address http://www.stat-athens.aueb.gr/~jbn/bugs/ass5/. The data are given in two formats. You may use the file you prefer. You may not use all the data (e.g. all preliminary games).
2... Construct a model to compare the opponents with non-informative prior distributions.  Predict who is going to win the competition (express it in probabilities). Do you think that may be a problem with the model you selected and the flat prior distributions???
3... Use data from previous years 96-97 and 97-98 to construct informative priors. Describe why you think that this prior expresses prior beliefs and rerun the model that you have constructed. Are there any differences. Which team is now more probable to win the cup. (You may use mle methods in order to construct fast you prior distribution).
 
 
 
 


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Last revised: 13-5-1999