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WROCŁAW UNIVERSITY
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Contents of PMS, Vol. 32, Fasc. 1,
pages 167 - 186
 

SELFSIMILAR PROCESSES WITH STATIONARY INCREMENTS IN THE SECOND WIENER CHAOS

M. Maejima
C. A. Tudor

Abstract: We study selfsimilar processes with stationary increments in the second Wiener chaos. We show that, in contrast with the first Wiener chaos which contains only one such process (the fractional Brownian motion), there is an infinity of selfsimilar processes with stationary increments living in the Wiener chaos of order two. We prove some limit theorems which provide a mechanism to construct such processes.

2000 AMS Mathematics Subject Classification: Primary: 60F05; Secondary: 60H05, 91G70.

Keywords and phrases: Selfsimilar processes, stationary increments, second Wiener chaos, limit theorems, multiple stochastic integrals, weak convergence.

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