Quermass-interaction processes: conditions for stability
- 1 June 1999
- journal article
- Published by Cambridge University Press (CUP) in Advances in Applied Probability
- Vol. 31 (2) , 315-342
- https://doi.org/10.1239/aap/1029955137
Abstract
We consider a class of random point and germ-grain processes, obtained using a rather natural weighting procedure. Given a Poisson point process, on each point one places agrain, a (possibly random) compact convex set. Let Ξ be the union of all grains. One can now construct new processes whose density is derived from an exponential of a linear combination of quermass functionals of Ξ. If only the area functional is used, then the area-interaction point process is recovered. New point processes arise if we include the perimeter length functional, or the Euler functional (number of components minus number of holes). The main question addressed by the paper is that of when the resulting point process is well-defined: geometric arguments are used to establish conditions for the point process to be stable in the sense of Ruelle.Keywords
This publication has 37 references indexed in Scilit:
- Abstract tubes, improved inclusion-exclusion identities and inequalities and importance samplingThe Annals of Statistics, 1997
- Kaplan-Meier estimators of distance distributions for spatial point processesThe Annals of Statistics, 1997
- A morphological model for complex fluidsJournal of Physics: Condensed Matter, 1996
- Area-interaction point processesAnnals of the Institute of Statistical Mathematics, 1995
- Estimator for the pair–potential of a gibbsian point processStatistics, 1986
- Potts-model formulation of continuum percolationPhysical Review B, 1982
- On the complexity ofd- dimensional Voronoi diagramsArchiv der Mathematik, 1980
- Penetrable Sphere Models of Liquid‐Vapor EquilibriumAdvances in Chemical Physics, 1980
- On the extension of additive functionals on classes of convex setsPacific Journal of Mathematics, 1978
- Geometry for the selfish herdJournal of Theoretical Biology, 1971