A Class of Dependent Random Distributions Based on Atom Skipping

Dehua Bi, Yuan Ji

We propose the Plaid Atoms Model (PAM), a novel Bayesian nonparametric model for grouped data. Founded on an idea of `atom skipping', PAM is part of a well-established category of…