= = ... = =

The main assumption made, however, for comparing the mean squared errors of the direct and plug-in methods is that the process to be predicted, { x,}, is stationary and that both these methods are applied to the same process; in this situation, provided the generating structure of { x,} is unknown or misspecified, Eq. (2.9) holds.