  This article proposes a new kriging that has a rational form. It is shown
that the generalized least squares estimate of the mean from rational kriging
is much more well behaved than that from ordinary kriging. Parameter estimation
and uncertainty quantification for rational kriging are proposed using a
Gaussian process framework. Its potential applications in emulation and
calibration of computer models are also discussed.
