A Class of Higher-Order INAR Random Fields for Poisson Counts and Beyond

Christian H. Weiß, Angelika Silbernagel

Existing integer-valued autoregressive (INAR) models for count random fields suffer from difficulties in characterizing the stationary marginal distribution and in computing condit…