Before revision:  We compare MNP, MNR and Gen-MNR in a simulation study and a case study on transport mode choice behaviour .
After revision:  We compare MNP, MNR and Gen-MNR produce more exact elasticity estimates if the choice data contain outliers through the lens of the non-robust MNP model. In a case study on transport mode choice behaviour .