Abstract
If an ARMAX model has zeros in the MA part which are close to the unit circle, then the one step predictor can have large transients. In this case the standard least squares method for estimation of parameters is not suitable. A new method based on backforecasting is therefore developed. A simulation experiment shows that the new method is superior to standard least squares method for a ordinary third order system.
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