[R-sig-Geo] Regression Kriging cross validation

2014-04-29 Thread Michele Fiori
Hi everyone, I am working on rainfall interpolation using regression kriging method and I need suggestions on how I can carry out a cross validation (leave-one-out) for this elaboration. At first I tried to apply directly Krige.cv, similarly to UK method (example for october: PP10uk.cv -

Re: [R-sig-Geo] Regression Kriging cross validation

2014-04-29 Thread rubenfcasal
Hello Michele, Universal kriging is equivalent to Linear Regression (with the generalized-least-squaresestimator) + Simple Kriging of residuals (e.g. Cressie, 1993, section 3.4.5). The differences you observe are probably due to the use of ordinary least squares. If you use