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Representation of linearly additive random fields
Authors:Toshio Mori
Institution:(1) Department of Mathematics, Yokohama City University, 22-2 Seto, Kanazawa-ku, Yokohama 236, Japan
Abstract:Summary Chentsov type representation theorem is proved for stochastically continuous, linearly additive, infinitely divisible random field without Gaussian component, where a random fieldX={X(t), tisinR d } is called linearly additive if the stochastic process xgr defined by xgr(lambda)=X(a+lambdab), lambdaisinR, has independent increments for every pair(a, b), a, bisinR d . In passing it is shown that there exists a natural one-to-one correspondence between stochastically continuous, linearly additive Poisson random fields onR d and locally finite, bundleless measures on the space of all (d-1)-hyperplanes inR d . The latter result is closely related to Ambartzumian's theorem on the representation of linearly additive pseudometrics in the plane.
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