ns, r the length of BETA, P the
   design matrix for the linear part of the model, and || . ||_{K^{-1}}
   the norm associated to the positive definite matrix K^{-1}. It is the
   best estimate with respect to the quadratic risk, among all unbiased
   estimates which are quadratic in the residuals.
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