Question: In constructing a logistic model, you find that including 3 predictors yields an adequate fit, but so does a model with 4 predictors, and/or a

In constructing a logistic model, you find that including 3 predictors yields an adequate fit, but so does a model with 4 predictors, and/or a three-predictor model with 2 two-way interactions. Given that all potential models meet assumptions of adequate fit, how does one decide on the best model? Outline at least 2 distinct strategies to determine what predictors to include in a final model.

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