Statistical Inference for Stochastic Processes, volume 27, issue 2, pages 391-405
On a calculable Skorokhod’s integral based projection estimator of the drift function in fractional SDE
Nicolas MARIE
1
Publication type: Journal Article
Publication date: 2024-02-21
scimago Q3
SJR: 0.363
CiteScore: 1.3
Impact factor: 0.7
ISSN: 13870874, 15729311
Statistics and Probability
Abstract
This paper deals with a Skorokhod’s integral based projection type estimator $${\widehat{b}}_m$$ of the drift function $$b_0$$ computed from $$N\in \mathbb N^*$$ independent copies $$X^1,\dots ,X^N$$ of the solution X of $$dX_t = b_0(X_t)dt +\sigma dB_t$$ , where B is a fractional Brownian motion of Hurst index $$H\in (1/2,1)$$ . Skorokhod’s integral based estimators cannot be calculated directly from $$X^1,\dots ,X^N$$ , but in this paper an $$\mathbb L^2$$ -error bound is established on a calculable approximation of $${\widehat{b}}_m$$ .
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