[R-sig-Geo] Intamap and "honoring" original data

r_sig_geo at libero.it r_sig_geo at libero.it
Fri Sep 6 14:17:51 CEST 2013

Hi to all.
My problem is to force a Kriging prediction to "honour" original data. This is 
because I need to interpolate values that represent the Bayesian probability 
that a particular event occurs. For Instance, If for a locality I computed a 
probability = 1, or p=0.6, I need to possibly keep unchanged these values after 
the interpolation. I  know this is a stretch  according to what Kriging really 
does. As I need to perform interpolation automatically, I'm using package 
"intamap" that is great! I found the function "unbiasedKrige" that should 
perform , if I understood well, exactly what  I need. Unfortunately, I find out 
that even by using this function (both using MOK and IWQSEL, tested many times 
with different parameters) the predicted values are still too far from original 
data at the same locations. What can you suggest me? Thanks.

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