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Zapiski Nauchnykh Seminarov POMI, 2021, Volume 501, Pages 276–301
(Mi znsl7089)
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Extremal random beta polytopes
E. N. Simarovaab a Saint Petersburg State University
b Euler International Mathematical Institute, St. Petersburg
Abstract:
The convex hull of several i.i.d. beta distributed random vectors in $\mathbb R^d$ is called the random beta polytope. Recently, the expected values of their intrinsic volumes, number of faces, normal and tangent angles and other quantities have been calculated, explicitly and asymptotically. In this paper, we aim to investigate the asymptotic behavior of the beta polytopes with extremal intrinsic volumes. We suggest a conjecture and solve it in dimension $2$. To this end, we obtain some general limit relation for a wide class of $U$-$\max$ statistics whose kernels include the perimeter and the area of the convex hull of the arguments.
Key words and phrases:
beta distribution, $U$-$\max$ statistics, random polytope, Weibull distribution, Poisson approximation, random perimeter, random area.
Received: 08.08.2021
Citation:
E. N. Simarova, “Extremal random beta polytopes”, Probability and statistics. Part 30, Zap. Nauchn. Sem. POMI, 501, POMI, St. Petersburg, 2021, 276–301
Linking options:
https://www.mathnet.ru/eng/znsl7089 https://www.mathnet.ru/eng/znsl/v501/p276
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Abstract page: | 60 | Full-text PDF : | 26 | References: | 22 |
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