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Parameter Estimation of Autoregressive Integrated Processes by Least Squares

Parameter Estimation of Autoregressive Integrated Processes by Least Squares

This paper deals with the asymptotic properties of so-called autoregressive integrated moving average processes. Moreover, it is shown that least squares estimates of the parameters of a Gaussian autoregressive integrated process are consistent and also best asymptotically normal.