Properties of trajectories of a multifractional Rosenblatt process (Q2890730)

From MaRDI portal





scientific article; zbMATH DE number 6045234
Language Label Description Also known as
English
Properties of trajectories of a multifractional Rosenblatt process
scientific article; zbMATH DE number 6045234

    Statements

    Properties of trajectories of a multifractional Rosenblatt process (English)
    0 references
    11 June 2012
    0 references
    Rosenblatt process
    0 references
    path properties
    0 references
    local time
    0 references
    localizability
    0 references
    The multifractional Rosenblatt process with Hurst function \(H\) is defined by NEWLINE\[NEWLINE X_t = \iint_{\mathbb{R}^2} \int_0^t (s-x)_+^{H(t)/2-1} (s-y)_+^{H(t)/2-1} ds \, W(dx) W(dy), \quad 0 \leq t \leq T, NEWLINE\]NEWLINE where \(\iint f(x,y) W(dx) W(dy)\) denotes double Wiener integral. It is assumed that \(H: [0, T] \to (\frac12, 1)\) is a Hölder continuous function with exponent \(\gamma > \max_{0 \leq t \leq T} H(t)\). This process \((X_t)\) has long range dependence, with non-Gaussian, ``moderate'' tail distribution. (A ``moderate'' tail distribution is heavier than normal, but lighter than other stable distributions.) The Hurst function is useful to model local properties that vary with time.NEWLINENEWLINEThe first main result of the paper is that \((X_t)\) is a.s. continuous, in fact, Hölder continuous with exponent \(\gamma_X < \min_{a \leq t \leq b}H(t)\) on any interval \([a,b] \subset [0,T]\). The second main result is that \((X_t)\) is strongly localizable at every point \(t_0 \in [0,T]\), that is, the distribution of the process \(\left\{\delta^{-H(t_0)} \left(X_{t_0+\delta t} - X_{t_0}\right), t \geq 0 \right\}\) converges to the distribution of a Rosenblatt process with constant Hurst parameter \(H(t_0)\) in \(C[0,T]\) as \(\delta \to 0^+\). The third main result is that \((X_t)\) has a square integrable local time.
    0 references

    Identifiers

    0 references
    0 references
    0 references
    0 references
    0 references