Article ID Journal Published Year Pages File Type
1144808 Journal of the Korean Statistical Society 2012 10 Pages PDF
Abstract
We will study the least square estimator θ̂T,S for the drift parameter θ of the fractional Ornstein-Uhlenbeck sheet which is defined as the solution of the Langevin equation Xt,s=−θ∫0t∫0sXv,udvdu+Bt,sα,β,(t,s)∈[0,T]×[0,S]. driven by the fractional Brownian sheet Bα,β with Hurst parameters α,β in (12,58). Using the properties of multiple Wiener-Itô integrals we prove that the estimator is strongly consistent for the parameter θ. In contrast to the one-dimensional case, the estimator θ̂T,S is not asymptotically normal.
Related Topics
Physical Sciences and Engineering Mathematics Statistics and Probability
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