On the approximation of mean densities of random closed sets

Details On the approximation of mean densities of random closed sets On the approximation of mean densities of random closed sets

2010-01-13

arxiv.org/abs/1001.2125v1

Bernoulli 2009, Vol. 15, No. 4, 1222-1242

Mathematics

Statistics Theory

Published in at http://dx.doi.org/10.3150/09-BEJ186 the Bernoulli (http://isi.cbs.nl/bernoulli/) by the International Statisti

Scientific paper

10.3150/09-BEJ186

Many real phenomena may be modelled as random closed sets in $\mathbb{R}^d$, of different Hausdorff dimensions. In many real applications, such as fiber processes and $n$-facets of random tessellations of dimension $n\leq d$ in spaces of dimension $d\geq1$, several problems are related to the estimation of such mean densities. In order to confront such problems in the general setting of spatially inhomogeneous processes, we suggest and analyze an approximation of mean densities for sufficiently regular random closed sets. We show how some known results in literature follow as particular cases. A series of examples throughout the paper are provided to illustrate various relevant situations.

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