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Sibirskii Matematicheskii Zhurnal, 2004, Volume 45, Number 6, Pages 1221–1255
(Mi smj1135)
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This article is cited in 10 scientific papers (total in 10 papers)
Gaussian approximation to the partial sum processes of moving averages
N. S. Arkashov, I. S. Borisov Sobolev Institute of Mathematics, Siberian Branch of the Russian Academy of Sciences
Abstract:
The authors study approximation to the partial sum processes which is based on the stationary sequences of random variables having the structure of the so-called moving averages of independent identically distributed observations. In particular, the rates of convergence both in Donsker's and Strassen's invariance principles are obtained in the case when the limit Gaussian process is a fractional Brownian motion with an arbitrary Hurst parameter.
Keywords:
partial sum process of moving averages, fractional Brownian motion, Hurst parameter, invariance principe.
Received: 01.12.2003 Revised: 24.09.2004
Citation:
N. S. Arkashov, I. S. Borisov, “Gaussian approximation to the partial sum processes of moving averages”, Sibirsk. Mat. Zh., 45:6 (2004), 1221–1255; Siberian Math. J., 45:6 (2004), 1000–1030
Linking options:
https://www.mathnet.ru/eng/smj1135 https://www.mathnet.ru/eng/smj/v45/i6/p1221
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