Logistic Regression Advanced Output

Select the optional output you want to display in the advanced output of the Regression model nugget. To view the advanced output, browse the model nugget and click the Advanced tab. See the topic Logistic Model Nugget Advanced Output for more information.

Binomial Options

Select the types of output to be generated for the model. See the topic Logistic Model Nugget Advanced Output for more information.

Display. Select whether to display the results at each step, or to wait until all steps have been worked through.

CI for exp(B). Select the confidence intervals for each coefficient (shown as Beta) in the expression. Specify the level of the confidence interval (the default is 95%).

Residual Diagnosis. Requests a Casewise Diagnostics table of residuals.

  • Outliers outside (std. dev.). List only residual cases for which the absolute standardized value of the listed variable is at least as large as the value you specify. The default value is 2.
  • All cases. Include all cases in the Casewise Diagnostic table of residuals.

    Note: Because this option lists each of the input records, it may result in an exceptionally large table in the report, with one line for every record.

Classification cutoff. This enables you to determine the cutpoint for classifying cases. Cases with predicted values that exceed the classification cutoff are classified as positive, while those with predicted values smaller than the cutoff are classified as negative. To change the default, enter a value between 0.01 and 0.99.

Multinomial Options

Select the types of output to be generated for the model. See the topic Logistic Model Nugget Advanced Output for more information.

Note: Selecting the Likelihood ratio tests option greatly increases the processing time required to build a logistic regression model. If your model is taking too long to build, consider disabling this option or utilize the Wald and Score statistics instead. See the topic Logistic Regression Stepping Options for more information.

Iteration history for every. Select the step interval for printing iteration status in the advanced output.

Confidence Interval. The confidence intervals for coefficients in the equations. Specify the level of the confidence interval (the default is 95%).