Abstract:

Using methods of moment and Bayes, the authors considered the problem of parameter estimation in the INGARCH(1,1) model. Strong consistency and asymptotic normality of the moment estimator were proved. The simulation study shows that both estimators perform well.

Key words: asymptotics, Bayesian inference, INGARCH(1,1) model, moment estimator