Sequential Bayesian Analysis of Multivariate Count Data

Tevfik Aktekin, Nicholas G. Polson, Refik Soyer

We develop a new class of dynamic multivariate Poisson count models that allow for fast online updating and we refer to these models as multivariate Poisson-scaled beta (MPSB). The…