Central limit theorem for u-statistics of tuples of vertex labels on a complete graph | Applied Discrete Mathematics. Supplement. 2021. № 14. DOI: 10.17223/2226308X/14/2

Central limit theorem for u-statistics of tuples of vertex labels on a complete graph

In a complete graph with vertices 1, 2, . . . , n, the vertices 2, 3, . . . , n are provided with independent random labels taking values in the finite set AN . Consider the set of all chains of s adjacent edges, each of which leaves vertex 1 and does not pass through the same vertex twice. Each chain corresponds to an s-tuple of random labels of the passed vertices. In this paper, we consider the U-statistics Uk(s) with a kernel depending on the k of such s-tuples. The number k > 2 is considered to be fixed, but s > 1 can change. It has been proved that a sufficient condition for the asymptotic normality of Uk(s) (under ordinary standardization) is a condition of the form DUk(s) cn2(ks-1)+K, where C, к > 0.

Download file
Counter downloads: 29

Keywords

random labels, tuple, complete graph, central limit theorem, U-statistic

Authors

NameOrganizationE-mail
Mezhennaya N. M.Moscow State Technical University N.E.Baumannatalia.mezhennaya@gmail.com
Mikhailov V. G.Mathematical Institute named after V. A. Steklova of the Russian Academy of Sciencesmikhail@mi-ras.ru
Всего: 2

References

Janson S. Normal convergence by higher semiinvariants with applications to sums of dependent random variables and random graphs // Ann. Probab. 1988. V. 16. No. 1. P. 293-325.
Rukhin A., Soto J., Nechvatal J., et al. A statistical test suite for random and pseudorandom number generators for cryptographic applications. NIST Special Publication 800-22r1a. Natl. Inst. Stand. Technol. Spec. Publ., 2010.
Doukhan P. Mixing: Properties and Examples. Lecture Notes in Statistics 85. N.Y.: Springer Verlag, 1994.
Mikhailov V. G. and Mezhennaya N. M. Normal approximation for U- and V -statistics of a stationary absolutely regular sequence // Sib. Elektron. Mat. Izv. 2020. V. 17. P. 672-682.
Шойтов A. M. Нормальное приближение в задаче об эквивалентных цепочках // Тр. по дискр. матем. 2007. Т. 10. С. 326-349.
Михайлов В. Г. Центральная предельная теорема для числа неполных данных повторений // Теория вероятн. и ее примен. 1975. Т. 20. Вып. 4. С. 880-884.
Hoeffding W. A class of statistics with asymptotically normal distribution // Ann. Math. Statist. 1948. Vol. 19. No.3. P. 293-325.
Королюк В. С., Боровских Ю. В. Теория U-статистик. Киев: Наук. думка, 1989.
 Central limit theorem for u-statistics of tuples of vertex labels on a complete graph | Applied Discrete Mathematics. Supplement. 2021. № 14. DOI: 10.17223/2226308X/14/2

Central limit theorem for u-statistics of tuples of vertex labels on a complete graph | Applied Discrete Mathematics. Supplement. 2021. № 14. DOI: 10.17223/2226308X/14/2

Download full-text version
Counter downloads: 494