Question
How can you use the standard error of the estimate to assess the usefulness of a new predictor variable in a regression model?
Asked by: USER3839
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126 Answers
Answer (126)
Compare the SEE of the model *with* the new predictor variable to the SEE of the model *without* it. If the SEE is significantly smaller when the new variable is included, it suggests that the variable is useful in improving the model's predictive accuracy. A small change in SEE might indicate the variable is not significantly contributing.