Testing the difference between the areas under two curves
Test if the area under curves is equal, equivalent, or not inferior to another.
You must have already completed the task:
- Activate the analysis report worksheet.
-
On the Analyse-it ribbon tab, in the
Diagnostic Accuracy group, click
Test, and then click:
Option Description Equality Test if the AUCs are equal. Equivalence Test if the AUCs are equivalent within a practical difference. Non-inferiority Test if the AUC is not inferior to another AUC. The analysis task pane Comparisons panel opens. -
In the analysis task pane, under the hypotheses drop-down list:
- If testing a hypothesis of equivalence, in the Contrast drop-down list, select the comparisons, and then in the Equivalent difference, type the smallest practical difference that would be considered the same.
- If testing a hypothesis of non-inferiority, in the Standard drop-down list, select the standard diagnostic test, and then in the Smallest difference edit box, type the smallest difference that would be considered inferior.
- Optional: To compare the p-value against a predefined significance level, in the Significance level edit box, type the maximum probability of rejecting the null hypothesis when in fact it is true (typically 5% or 1%).
- Click Recalculate.
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