... alternative functional form. For example, Berry et al. (1995) believe that the demand for a type of car will dependon a consumer’s level of income and work with the natural logarithm formulation,vj.y ... pkDjk wkˇjwj and therefore we can see that the own- and cross-price elasticities of demand dependon both the model parameters and the expenditure sharesÁjkD 8 ˆˆˆ<ˆˆˆ:jk ... bias. 8 STATA, for example, provides the “ivreg” command.9.2. Demand System Estimation: Discrete Choice Models 4779.2.4.2 Independence of Irrelevant AlternativesIn the MNL model, the formula for...