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q-Wiener and related processes. A continuous time generalization of Bryc processes | Pawe{l} J. Szab{l}owski
; | Date: |
14 Jul 2005 | Subject: | Probability MSC-class: Primary 60J25, 60G44; Secondary 05A30, 60K40 | math.PR | Abstract: | We define two Markov processes. The finite dimensional distributions of the first one (say $mathbf{X=}(X_{t})_{tgeq0})$ depend on one parameter $qin(-1,1>$ and of the second one (say $mathbf{Y=}(Y_{t})_{tinmathbb{R}})$ on two parameters $(q,alpha) in(-1,1> imes(0,infty).$ The first one resembles Wiener process in the sense that for $q=1$ it is Wiener process but also that for $q<1$ and $forall ngeq1$ $t^{n/2}H_{n}(X_{t}/sqrt{t}|q) ,$ where $(H_{n})_{ngeq0}$ are so called $q-$Hermite polynomials, are martingales. It does not have however independent increments. The second one resembles Orstein-Ulehnbeck processes. For $q=1$ it is a classical OU process. For $q<1$ it is stationary with correlation function equal to $exp (-alpha|t-s|).$When defining these processes and proving their existence we use properties of discrete time Bryc processes and solve the problem of their existence for $q>1.$ On the way we deny Wesolowski’s martingale characterization of Wiener process. | Source: | arXiv, math.PR/0507303 | Services: | Forum | Review | PDF | Favorites |
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