Spatial Process Estimates - IMAGe
Spatial Process Estimates - IMAGe
Spatial Process Estimates - IMAGe
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The additive model<br />
Given n pairs of observations (x i , y i ), i = 1, . . . , n<br />
ɛ i ’s are random errors.<br />
y i = g(x i ) + ɛ i<br />
Assume that g is a realization of a Gaussian process.<br />
MN(0, σ 2 I)<br />
and ɛ are<br />
Formulating a statistical model for g<br />
makes a very big difference in how we solve the problem.<br />
3
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