Stepwise regression procedures capitalize on chance.

Question

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Stepwise regression procedures involve sequentially adding or removing predictor variables from a model based on their observed impact on the outcome variable. However, this process can be influenced by chance and may result in a final model that happens to fit the data well by luck, rather than because it accurately captures the true relationship between the predictors and outcome variable. Therefore, stepwise regression procedures can capitalize on chance in some cases.

Stepwise Regression Procedures Capitalize on Chance