A concept of absolutely continuous random closed set has been recently introduced by the authors, in terms of the absolute continuity of a suitable mean content measure associated with its boundary, with respect to the usual Lebesgue measure. It is shown that our definition of continuity, respectively absolute continuity, of random closed sets can be seen as an extension of the standard definition of continuous, respectively absolutely continuous, random variables (or random vectors); in particular absolute continuity implies continuity, in our stochastic geometric context too. It is then compared with definitions of continuity of random closed sets that have already appeared in the relevant literature. Examples show how the definition proposed by the present authors is of interest in many significant applications.

Some remarks on the continuity of random closed sets / V. Capasso, E. Villa - In: Proceedings SG4 : International Conference in Stereology, Spatial Statistics and Stochastic Geometry / [a cura di] R. Lechnerova, I. Saxl, V. Benes. - Prague : Union of Czech Mathematicians and Physicists, 2006. - ISBN 80-7015-037-8. - pp. 69-74 (( Intervento presentato al 6. convegno International Conference in Stereology, Spatial Statistics and Stochastic Geometry tenutosi a Prague nel 2006.

Some remarks on the continuity of random closed sets

V. Capasso
Primo
;
E. Villa
Ultimo
2006

Abstract

A concept of absolutely continuous random closed set has been recently introduced by the authors, in terms of the absolute continuity of a suitable mean content measure associated with its boundary, with respect to the usual Lebesgue measure. It is shown that our definition of continuity, respectively absolute continuity, of random closed sets can be seen as an extension of the standard definition of continuous, respectively absolutely continuous, random variables (or random vectors); in particular absolute continuity implies continuity, in our stochastic geometric context too. It is then compared with definitions of continuity of random closed sets that have already appeared in the relevant literature. Examples show how the definition proposed by the present authors is of interest in many significant applications.
Settore MAT/06 - Probabilita' e Statistica Matematica
2006
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/2434/25491
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