This article derives an unbiased estimator of the covariance matrix of the "mixed regression" estimator suggested by Theil and Goldberger for combining prior information with the sample information in ...

A simple formula for computing the best linear unbiased estimate of the mean of an autoregressive process as well as its variance is given. Numerical results show that the estimate can have much lower ...