Article ID Journal Published Year Pages File Type
1144692 Journal of the Korean Statistical Society 2014 9 Pages PDF
Abstract
By using the techniques of the Malliavin calculus, we investigate the asymptotic behavior of the weighted q-variations of continuous Gaussian process of the form Bt=∫0tK(t,s)dW(s), where W is the standard Brownian motion and K is a square integrable kernel. In particular, in the case of fractional Brownian motion with the Hurst parameter H, the limit can be expressed as the sum of q+1 Skorohod integrals of the Hermite process with self-similarity q(H−1)+1. This result gives the relation between the Skorohod integral and a pathwise Young integral of the Hermite process.
Related Topics
Physical Sciences and Engineering Mathematics Statistics and Probability
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