Automatic interaction detector (AID)

One of the dependence methods used in multivariate data analysis. This method is appropriate for use with an intervally scaled dependent variable and nominally scaled independent variables; a technique that involves the repeated application of one-way ANOVA to reduce the total sample to a number of subgroups which are more homogeneous on the dependent variable than the sample as a whole.