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On a calculable Skorokhod’s integral based projection estimator of the drift function in fractional SDE

  • Nicolas Marie

摘要

This paper deals with a Skorokhod’s integral based projection type estimator \({\widehat{b}}_m\) b ^ m of the drift function \(b_0\) b 0 computed from \(N\in \mathbb N^*\) N N independent copies \(X^1,\dots ,X^N\) X 1 , , X N of the solution X of \(dX_t = b_0(X_t)dt +\sigma dB_t\) d X t = b 0 ( X t ) d t + σ d B t , where B is a fractional Brownian motion of Hurst index \(H\in (1/2,1)\) H ( 1 / 2 , 1 ) . Skorokhod’s integral based estimators cannot be calculated directly from \(X^1,\dots ,X^N\) X 1 , , X N , but in this paper an \(\mathbb L^2\) L 2 -error bound is established on a calculable approximation of \({\widehat{b}}_m\) b ^ m .