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arxiv: 1112.3777 · v1 · pith:IWMXG73Fnew · submitted 2011-12-16 · 📊 stat.CO · math.ST· stat.OT· stat.TH

Parameter estimation for the discretely observed fractional Ornstein-Uhlenbeck process and the Yuima R package

classification 📊 stat.CO math.STstat.OTstat.TH
keywords discretelydriftestimationfractionalobservedornstein-uhlenbeckpackageprocess
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This paper proposes consistent and asymptotically Gaussian estimators for the drift, the diffusion coefficient and the Hurst exponent of the discretely observed fractional Ornstein-Uhlenbeck process. For the estimation of the drift, the results are obtained only in the case when 1/2 < H < 3/4. This paper also provides ready-to-use software for the R statistical environment based on the YUIMA package.

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