Journal article
Small Ball Properties And Representation Results
Year:
2017Published in:
Stochastic Processes and their ApplicationsIntegral representation
Generalized Lebesgue–Stieltjes integral
Small ball estimate
Quasi-helix
Fractional Brownian motion
We show that small ball estimates together with Hölder continuity assumption allow to obtain new representation results in models with long memory. In order to apply these results, we establish small ball probability estimates for Gaussian processes whose incremental variance admits two-sided estimates and the incremental covariance preserves sign. As a result, we obtain small ball estimates for integral transforms of Wiener processes and of fractional Brownian motion with Volterra kernels.