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Local independence of fractional Brownian motion
Authors:Ilkka Norros  Eero Saksman
Affiliation:1. VTT Technical Research Centre of Finland, P.O. Box 1000, 02044 VTT, Finland;2. University of Helsinki, Department of Mathematics and Statistics, P.O. Box 68 (Gustaf Hällströmin katu 2b), FIN-00014 University of Helsinki, Finland
Abstract:Let σ(t,t)σ(t,t) be the sigma-algebra generated by the differences XsXsXsXs with s,s∈(t,t)s,s(t,t), where (Xt)<t<(Xt)<t< is the fractional Brownian motion with Hurst index H∈(0,1)H(0,1). We prove that for any two distinct timepoints t1t1 and t2t2 the sigma-algebras σ(t1ε,t1+ε)σ(t1ε,t1+ε) and σ(t2ε,t2+ε)σ(t2ε,t2+ε) are asymptotically independent as ε↘0ε0. We show the independence in the strong sense that Shannon’s mutual information between the two σσ-algebras tends to zero as ε↘0ε0. Some generalizations and quantitative estimates are also provided.
Keywords:60G15   (60G18   94A99   60H99)
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