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Stochastic Processes and their Applications
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Stochastic Processes and their Applications
Article . 2009
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Stochastic Processes and their Applications
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https://dx.doi.org/10.48550/ar...
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Local independence of fractional Brownian motion

Authors: Saksman; Eero; Norros, Ilkka;

Local independence of fractional Brownian motion

Abstract

Let S(t,t') be the sigma-algebra generated by the differences X(s)-X(s) with s,s' in the interval(t,t'), where (X_t) is the fractional Brownian motion process with Hurst index H between 0 and 1. We prove that for any two distinct t and t' the sigma-algebras S(t-a,t+a) and S(t'-a,t'+a) are asymptotically independent as a tends to 0. We show this in the strong sense that Shannon's mutual information between these two sigma-algebras tends to zero as a tends to 0. Some generalizations and quantitative estimates are provided also.

17 pages

Country
Finland
Keywords

Statistics and Probability, FOS: Computer and information sciences, 60G18, 94A99, 60H99 (Secondary), Applied Mathematics, Computer Science - Information Theory, Information Theory (cs.IT), Probability (math.PR), 60G15 (Primary), Independence, Fractional Brownian motion, Local, Modelling and Simulation, FOS: Mathematics, Asymptotic, Mathematics - Probability, 60G15 (Primary); 60G18, 94A99, 60H99 (Secondary)

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citations
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
5
Average
Top 10%
Average
Green
hybrid
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