Title of article :
Distance estimates for dependent superpositions of point processes
Author/Authors :
Schuhmacher، نويسنده , , Dominic، نويسنده ,
Issue Information :
روزنامه با شماره پیاپی سال 2005
Abstract :
In this article, superpositions of possibly dependent point processes on a general space X are considered. Using Steinʹs method for Poisson process approximation, an estimate is given for the Wasserstein distance d 2 between the distribution of such a superposition and an appropriate Poisson process distribution. This estimate is compared to a modern version of Grigelionis’ theorem, and to results of Banys [Lecture Notes in Statistics, vol. 2, Springer, New York, 1980, pp. 26–37], Arratia et al. [Ann. Probab. 17 (1989) 9–25] and Barbour et al. [Poisson Approximation, Oxford University Press, Oxford, 1992]. Furthermore, an application to a spatial birth–death model is presented.
Keywords :
Barbour–Brown distance , point processes , Poisson process approximation , Steinיs method , Superposition , Wasserstein distance
Journal title :
Stochastic Processes and their Applications
Journal title :
Stochastic Processes and their Applications