Fong, Duncan K. H.; Kim, Sunghoon; Chen, Zhe; DeSarbo, … - 2016
A new Bayesian multinomial probit model is proposed for the analysis of panel choice data. Using a parameter expansion technique, we are able to devise a Markov Chain Monte Carlo algorithm to compute our Bayesian estimates efficiently. We also show that the proposed procedure enables the...