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Backward Stepwise Regression - StatPlus

Backward Stepwise Regression Backward Stepwise Regression is a Stepwise Regression approach that begins with a full (saturated) model and at each step gradually eliminates variables from the Regression model to find a reduced model that best explains the data. Also known as Backward Elimination Regression . The Stepwise approach is useful because it reduces the number of predictors, reducing the multicollinearity problem and it is one of the ways to resolve the overfitting. How To Run: STATISTICS-> Regression -> Backward Stepwise Select the DEPENDENT variable (RESPONSE) and INDEPENDENT variables (PREDICTORS).

Backward Stepwise Regression BACKWARD STEPWISE REGRESSION is a stepwise regression approach that begins with a full (saturated) model and at each step gradually eliminates variables from the regression model to find a

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