3.3 If ????(h) is a conditionally positive semidefinite function with ????(0) = 0, show that ????(s, t)
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3.3 If −????(h) is a conditionally positive semidefinite function with ????(0) = 0, show that ????(s, t) = ????(s) + ????(t) − ????(t − s) is positive semidefinite. Further show that ????(s, t) represents the covariance function of an intrinsic random field with semivariogram ????(h).
Hint: Given sites t1, ..., tn and an n × 1 coefficient vector
b, it is necessary to show
∑n i,j=1 bi bj
????(ti
, tj
) ≥ 0.
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