Poisson approximation of binomial point processes

\nIn the paper, we study properties of the vertex process from convex hulls generated by independent observations of a two-dimensional random vector, the distribution of which behaves like a regularly varying function near the boundary of the support of the disk. The problem of approximating the distributions of sums of random variables, despite its rich history, is still relevant today. The Poisson approximation, along with the normal approximation, remain intensively developing areas of modern probability theory. We note their importance in solving statistical problems, in which the presence of a simple asymptotic expansion makes it possible not only to obtain more accurate statistical estimates, but also to solve the problem of the error significance level. In this article, we use the Poisson approximation to study the limit distributions of functionals generated by aninhomogeneous binomial point process.\n

Publication Details

Journal
Springer Link (Chiba Institute of Technology)
Published
2024-11-07
DOI
https://doi.org/10.1051/e3sconf/202458701021/pdf
Primary Topic
Random Matrices and Applications
Type
article
Field-Weighted Citation Impact
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article

Poisson approximation of binomial point processes

Springer Link (Chiba Institute of Technology)
Random Matrices and Applications
article

Poisson approximation of binomial point processes

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Abstract

\nIn the paper, we study properties of the vertex process from convex hulls generated by independent observations of a two-dimensional random vector, the distribution of which behaves like a regularly varying function near the boundary of the support of the disk. The problem of approximating the distributions of sums of random variables, despite its rich history, is still relevant today. The Poisson approximation, along with the normal approximation, remain intensively developing areas of modern probability theory. We note their importance in solving statistical problems, in which the presence of a simple asymptotic expansion makes it possible not only to obtain more accurate statistical estimates, but also to solve the problem of the error significance level. In this article, we use the Poisson approximation to study the limit distributions of functionals generated by aninhomogeneous binomial point process.\n

Springer Link (Chiba Institute of Technology)
Openalex Percentile: Top 61%
Random Matrices and Applications
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