I would like to thank Benjamin Warr for his siggestion about doing
difference images instead of global measures as MSE. 

I'm confused because crossvalidation MSE (taking one sample out and
recalculating) and validation MSE (taking 15 percent of the samples out and
recalculating) are giving me opposite results. The validation method would
allows me to compare kriging vs cokriging vs Kriging with an external drift
vs regression , but I don't know if I can trust the results at this point. 

Does anybody have any input about this?
Thanks in advance,
Mercedes Berterretche

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