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How can I use binomial regression or any other appropriate analysis technique to find out how all of these factors affect the wins and losses of these teams?

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For each team we can know prob of winning. That becomes target variable. Once prob of win is know. You can calculate binomial distribution

It is regression problem, so I will Go for linear regression or DecisionTreeRegression. Do remember to prevent overfitting.

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