General-order observation-driven models: ergodicity and consistency of the maximum likelihood estimator

Tepmony Sim, Randal Douc, François Roueff

The class of observation-driven models (ODMs) includes many models of non-linear time series which, in a fashion similar to, yet different from, hidden Markov models (HMMs), involv…