We propose and describe a comprehensive theoretical framework that integrates choice models and structural equation models. Referred to as "structural choice modelling" the framework easily combines data from separate but related choice experiments. We describe the mathematical properties of the...

We present a test of antecedent volition under conditions of varying choice complexity. Using a stated preference design, decision makers make hypothetical transport choices under three decision scenarios. The choices are made under conditions of three, five, and seven alternatives per choice...

This paper describes and applies a general approach for incorporating factors with structural equations into models for discrete choice. The approach gives form to the covariance matrix in random coefficient models. The factors act directly on the random coefficients as unobserved attributes....