Vestnik TVGU. Seriya: Prikladnaya Matematika [Herald of Tver State University. Series: Applied Mathematics]
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Vestnik TVGU. Seriya: Prikladnaya Matematika [Herald of Tver State University. Series: Applied Mathematics], 2019, Issue 4, Pages 27–38
DOI: https://doi.org/10.26456/vtpmk544
(Mi vtpmk544)
 

Theory of Probability and Mathematical Statistics

About testing of mixed traffic hypothesis

O. I. Sidorovaa, L. V. Syslovb, Yu. S. Khokhlovb

a Tver State University, Tver
b Lomonosov Moscow State University, Moscow
References:
Abstract: This article proposes some test for presence in traffic two different independent components with a single Hurst parameter $H$. We use $\alpha$-stable Levy motion and fractal Brownian motion as models for $\alpha$- and $\beta$-components respectively. The test statistic is based on frequency-scale sum of logarithms of the wavelet-coefficients absolute values and asymptotically converge to a normal distribution under null ($\beta$-traffic) and alternative ($\alpha +\beta$-traffic) hypothesis.
Keywords: long-range dependence, heavy-tailed distributions, fractal brownian noise, $\alpha$-stable Lévy motion, Hurst parameter, wavelet decomposition.
Funding agency Grant number
Russian Foundation for Basic Research 18-07-00678-а
Received: 03.12.2019
Revised: 20.12.2019
Bibliographic databases:
Document Type: Article
UDC: 519.216
Language: Russian
Citation: O. I. Sidorova, L. V. Syslov, Yu. S. Khokhlov, “About testing of mixed traffic hypothesis”, Vestnik TVGU. Ser. Prikl. Matem. [Herald of Tver State University. Ser. Appl. Math.], 2019, no. 4, 27–38
Citation in format AMSBIB
\Bibitem{SidSysKho19}
\by O.~I.~Sidorova, L.~V.~Syslov, Yu.~S.~Khokhlov
\paper About testing of mixed traffic hypothesis
\jour Vestnik TVGU. Ser. Prikl. Matem. [Herald of Tver State University. Ser. Appl. Math.]
\yr 2019
\issue 4
\pages 27--38
\mathnet{http://mi.mathnet.ru/vtpmk544}
\crossref{https://doi.org/10.26456/vtpmk544}
\elib{https://elibrary.ru/item.asp?id=41803972}
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