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February 2001 On the second-order characteristics of marked point processes
Martin Schlather
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Bernoulli 7(1): 99-117 (February 2001).

Abstract

New definitions for the second-order characteristics of marked point processes are presented. Non-reduced moment measures are involved in obtaining consistency with ana\-logous definitions in the random field context. A certain σ-algebra replaces the current assumptions on stationarity and isotropy so that the characteristics are still well defined even if such assumptions do not hold. The new definitions and the present ones coincide for positive arguments if the marked point process is simple, stationary and isotropic, and if the second-order product density exists. The different second-order characteristics given in the literature are discussed. A renaming of one of the characteristics is suggested since distinct characteristics have been known under identical names. Furthermore, it is shown that arbitrary measurable functions with compact support can appear as second-order characteristics of marked point processes.

Citation

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Martin Schlather. "On the second-order characteristics of marked point processes." Bernoulli 7 (1) 99 - 117, February 2001.

Information

Published: February 2001
First available in Project Euclid: 29 March 2004

zbMATH: 0978.60045
MathSciNet: MR1811746

Keywords: mark correlation function , mark covariance function , mark variogram , marked point process , moment measure , second-order characteristic

Rights: Copyright © 2001 Bernoulli Society for Mathematical Statistics and Probability

Vol.7 • No. 1 • February 2001
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