6533b860fe1ef96bd12c384a
RESEARCH PRODUCT
Parameter Estimation for α-Fractional Bridges
Khalifa Es-sebaiyIvan Nourdinsubject
CombinatoricsPhysicssymbols.namesakeFractional Brownian motionWiener processEstimation theoryConsistency (statistics)symbolsStrong consistencyBrownian motiondescription
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.
| year | journal | country | edition | language |
|---|---|---|---|---|
| 2013-01-01 |