AI-GEOSTATS: Deterministic vs. Stochastic Interpolation Comparison
thank you all for the great replies to my questions. This helps very much.
I was wondering whether or not there is a way to compare the performance of
deterministic interpolation methods such as Linear Triangulation or Natural
Neighbours to Kriging or IDW !? Is there a measure similar to the RMSE
resulting from cross-validation ? (e.g. ESRIs Geostatistical Analyst does
not use these methods, whereas SURFER applies a cross-validation that I do
not really believe in !) I hope I am not totally wrong assuming that
cross-validation does not really work fine in deterministic methods, because
a extrapolation at edge sampling locations will not be computed...
Thanks again :-)
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