Whereas the number of alternatives in a labelled discrete choice experiment is dictated by the number of available labels, the choice set size in unlabelled choice experiments can be set more freely. Determining the number of alternatives that will both yield enough information about the...

In this study, we compare the parameter estimates of the mixed logit model obtained with maximum likelihood and with hierarchical Bayesian estimation. The choice of the priors in Bayesian estimation and of the type and the number of quasi-random draws for maximum likelihood estimation have a big...

The mixed logit choice model has become the common standard to analyze transport behavior. Efficient design of the corresponding choice experiments is therefore indispensable to obtain precise knowledge of travelers' preferences. Accounting for the individual specific coefficients in the model,...

The mixed logit choice model has become the common standard to analyze transport behavior. Moreover, more and more transport studies start to make use of stated preference data to obtain precise knowledge on travelers’ preferences. Accounting for the individual-specific coefficients in the...