If the choice set does appear to violate the IIA assumption to the extent that the logit model is untenable, then modeling options include using a probit model, which is capable of handling correlation among alternatives, or restructuring the decision structure assumed (discussed further in the following) so as to reduce or eliminate the dependence between alternatives.