Suppose we have observations of a time series of the form where is a sequence of nonstochastic column vectors and is a mean zero process whose autocovariance structure is stationary or asymptotically stationary in a sense to be defined. With monthly or quarterly economic data for example, the regressor sequence might describe holiday effects.