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arxiv: 1406.1336 · v1 · pith:ZTLBIMWCnew · submitted 2014-06-05 · 🧮 math.ST · stat.TH

On moments of Pitman estimators: the case of fractional Brownian Motion

classification 🧮 math.ST stat.TH
keywords estimatorspitmanbrownianfractionalfunctionalslikelihoodmomentsmotion
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In some non-regular statistical estimation problems, the limiting likelihood processes are functionals of fractional Brownian motion (fBm) with Hurst's parameter H; 0 < H <=? 1. In this paper we present several analytical and numerical results on the moments of Pitman estimators represented in the form of integral functionals of fBm. We also provide Monte Carlo simulation results for variances of Pitman and asymptotic maximum likelihood estimators.

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