Hi, What I understood from your description is that you want to use a linear combination of income and distance as a single variable (demographics) in the logistic regression model for choice. I think you could use the variance components analysis to create your demographics variable. Then it can be plugged into your choice model. With ODS and a bit of macro programming this can be automated. ... View more