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JOURNALS // Sibirskii Matematicheskii Zhurnal // Archive

Sibirsk. Mat. Zh., 2011 Volume 52, Number 4, Pages 754–764 (Mi smj2236)

This article is cited in 1 paper

The functional limit theorem for the canonical $U$-processes defined on dependent trials

I. S. Borisova, V. A. Zhechevb

a Sobolev Institute of Mathematics, Novosibirsk, Russia
b Novosibirsk State University, Novosibirsk, Russia

Abstract: The functional limit theorem is proven for a sequence of normalized $U$-statistics (the socalled $U$-processes) of arbitrary order with canonical (degenerate) kernels defined on samples of $\varphi$-mixing observations of growing size. The corresponding limit distribution is described as that of a polynomial of a sequence of dependent Wiener processes with some known covariance function.

Keywords: canonical $U$-statistics, invariance principle, stationary sequence of observations, $\varphi$-mixing.

UDC: 519.21

Received: 09.02.2011


 English version:
Siberian Mathematical Journal, 2011, 52:4, 593–601

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© Steklov Math. Inst. of RAS, 2024