An important goal of empirical demand analysis is choice and welfare prediction on counterfactual budget sets arising from potential policy interventions. Such predictions are more credible when made without arbitrary functional?form/distributional assumptions, instead based solely economic rationality, that is, consistent with utility maximization by a heterogeneous population. This paper inve...