Chib, Siddhartha; Greenberg, Edward; Chen, Yuxin - 2008
This paper is concerned with statistical inference in multinomial probit, multinomial t and multinomial logit models. New Markov chain Monte Carlo (MCMC) algorithms for fitting these models are introduced and compared with existing MCMC methods. The question of parameter identification in the...