How Do You Determine The Best Fitting Data Model?

How Do You Determine The Best Fitting Data Model? To find the most likely model compare the likelihoods of different models and choose the model with the highest likelihood. There is no guarantee that the model with the highest likelihood generated the data, but it is the most pragmatic conclusion to draw. How do you