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RESEARCH PRODUCT

Parameter Estimation for α-Fractional Bridges

Khalifa Es-sebaiyIvan Nourdin

subject

CombinatoricsPhysicssymbols.namesakeFractional Brownian motionWiener processEstimation theoryConsistency (statistics)symbolsStrong consistencyBrownian motion

description

Let α, T > 0. We study the asymptotic properties of a least squares estimator for the parameter α of a fractional bridge defined as \(\mathrm{d}X_{t} = -\alpha \, \frac{X_{t}} {T-t}\,\mathrm{d}t + \mathrm{d}B_{t}\), 0 ≤ t \frac{1} {2}\). Depending on the value of α, we prove that we may have strong consistency or not as t → T. When we have consistency, we obtain the rate of this convergence as well. Also, we compare our results to the (known) case where B is replaced by a standard Brownian motion W.

https://doi.org/10.1007/978-1-4614-5906-4_17