Multiple Regression Analysis - Quick Tab

Principal Components and Factor Analysis

Select the Quick tab of the Multiple Regression Analysis dialog box to access the most commonly used technique for multiple regression analysis. More detailed techniques/options are available on the Advanced tab.

Variables. Click the Variables button to display a standard variable selection dialog box, in which you select the dependent variable and the independent variables. After you have selected variables, the Multiple regression results field displays the R, R2, adjusted R2, F and p statistics.

Summary: Regression coefficients. Click the Summary: Regression coefficients button to produce a spreadsheet with the standardized (beta) and nonstandardized (B) regression coefficients (weights), their standard error, and statistical significance. The summary statistics for the regression analysis (e.g., R, R-square, etc.) are displayed in the header of the spreadsheet.