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Kernel regression estimation for continuous spatial processes

Published in Mathematical Methods of Statistics • Dec 1, 2007
NobleIDNI7P12W00R54S29
Authors:
Sophie Dabo‐Niang
,
Anne‐Françoise Yao

Abstract

We investigate here a kernel estimate of the spatial regression function r(x) = E(Y u | X u = x), x ∈ ℝd, of a stationary multidimensional spatial process { Z u = (X u, Y u), u ∈ ℝ N }. The weak and strong consistency of the estimate is shown under sufficient conditions on the mixing coefficients an...

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