Abstract:

We gave a new integervalued time series model, which could describe both the strong correlation data and the weak correlation data. We gave a sufficient condition for stability of the model, and studied the problem of the maximum likelihood estimation and the asymptotic properties of the estimator.

Key words: Poisson autoregression, integervalued GARCH model, maximum likelihood estimation (MLE)