In recent years new Bayesian approaches have been developed for the estimation of parameters in multinomial models and contingency tables. The standard methods involving conjugate prior distributions ...

This article presents a Bayesian method for estimating nonparametrically a high-dimensional multinomial regression model. The regression functions are expressed as sums of main effects and ...