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 ...

In contrast, the negative multinomial regression model makes explicit allowance for correlated observations by subjecting the multiple counts in the same cluster to a cluster-specific random effect. A ...