Generalized Autoregressive Multivariate Models: From Binary to Poisson

Anna Bykhovskaya, Nour Meddahi

This paper presents a framework for binary autoregressive time series in which each observation is a Bernoulli variable whose success probability evolves with past outcomes and pro…