Running the Analysis

  1. To create the logistic regression model, from the menus choose:

    Analyze > Regression > Binary Logistic...

    Figure 1. Logistic Regression dialog box
    Logistic Regression dialog box
  2. Select Previously defaulted as the dependent variable.
  3. Select Age in years through Other debt in thousands as covariates.
  4. Select Forward: LR as the method.
  5. Select validate as the selection variable and click Rule.
    Figure 2. Set Rule dialog box
    Set Rule dialog box
  6. Type 1 as the value for selection variable.
  7. Click Continue.
  8. Click Categorical in the Logistic Regression dialog box.
    Figure 3. Define Categorical dialog box
    Define Categorical dialog box
  9. Select Level of education as a categorical covariate.
  10. Click Continue.
  11. Click Save in the Logistic Regression dialog box.
    Figure 4. Save dialog box
    Save dialog box
  12. Select Probabilities in the Predicted Values group, Cook's in the Influence group, and Studentized in the Residuals group.
  13. Click Continue.
  14. Click Options in the Logistic Regression dialog box.
    Figure 5. Options dialog box
    Options dialog box
  15. Select Classification plots and Hosmer-Lemeshow goodness-of-fit.
  16. Click Continue.
  17. Click OK in the Logistic Regression dialog box.

Next