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The new model's ability to explain sales
compares favorably with that of the previous model.
Look in particular at the adjusted R-square statistics,
which are nearly identical. A model with extra
predictors will always have a larger R-square, but the
adjusted R-square compensates for model complexity to
provide a more fair comparison of model performance.
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Checking the Model Fit |