On conditional maximum likelihood estimation for INGARCH(p,q)(p,q) models

We establish the strong consistency and asymptotic normality of the conditional maximum likelihood estimator (CMLE) for INGARCH(p,q)(p,q) models. Moreover, we develop an efficient algorithm to compute the estimated information matrix of the CMLE so that statistical inferences are readily to be conducted.