Article (Scientific journals)
Gaussian approximation for sums of region-stabilizing scores
Bhattacharjee, Chinmoy; Molchanov, Ilya
2022In Electronic Journal of Probability, 27
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Abstract :
[en] We consider the Gaussian approximation for functionals of a Poisson process that are expressible as sums of region-stabilizing (determined by the points of the process within some specified regions) score functions and provide a bound on the rate of convergence in the Wasserstein and the Kolmogorov distances. While such results have previously been shown in Lachièze-Rey, Schulte and Yukich (2019), we extend the applicability by relaxing some conditions assumed there and provide further insight into the results. This is achieved by working with stabilization regions that may differ from balls of random radii commonly used in the literature concerning stabilizing functionals. We also allow for non-diffuse intensity measures and unbounded scores, which are useful in some applications. As our main application, we consider the Gaussian approximation of number of minimal points in a homogeneous Poisson process in $[0,1]^d$ with $d \geq 2$, and provide a presumably optimal rate of convergence.
Disciplines :
Mathematics
Author, co-author :
Bhattacharjee, Chinmoy ;  University of Luxembourg > Faculty of Science, Technology and Medicine (FSTM) > Department of Mathematics (DMATH)
Molchanov, Ilya;  University of Bern > IMSV
External co-authors :
yes
Language :
English
Title :
Gaussian approximation for sums of region-stabilizing scores
Publication date :
24 July 2022
Journal title :
Electronic Journal of Probability
ISSN :
1083-6489
Publisher :
Institute of Mathematical Statistics, Beachwood, United States - Ohio
Volume :
27
Peer reviewed :
Peer Reviewed verified by ORBi
Available on ORBilu :
since 11 May 2021

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