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A connection between the stochastic heat equation and fractional Brownian motion, and a simple proof of a result of Talagrand
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Carl E Mueller, University of Rochester Zhixin Wu, DePauw University |
Abstract
We give a new representation of fractional Brownian motion with Hurst
parameter $Hleqfrac{1}{2}$ using stochastic
partial differential equations. This representation allows us to use the
Markov property and time reversal, tools which are not usually available for
fractional Brownian motion. We then give simple proofs that fractional
Brownian motion does not hit points in the critical dimension, and that it
does not have double points in the critical dimension. These facts were
already known, but our proofs are quite simple and use some ideas of Lévy.
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Full text: PDF
Pages: 55-65
Published on: February 12, 2009
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Bibliography
-
Donald Geman and Joseph Horowitz.
Occupation densities.
Ann. Probab. 8(1): (1980), 1-67.
Math. Review 81b:60076
-
Davar Khoshnevisan.
Intersections of Brownian motions.
Expo. Math. 21(2): (2003), 97-114.
Math. Review 2004d:60211
-
Pedro Lei and David Nualart.
A decomposition of bifractional Brownian motion and some applications.
arXiv 0803.2227, 2008.
Math. Review number not available.
-
C. Mueller and R. Tribe.
Hitting properties of a random string.
Electronic J. Prob. 7 (2002), 1-29.
Math. Review 2003g:60111
-
David Nualart.
The Malliavin calculus and related topics.
Probability and its Applications (2006),
Springer-Verlag, Berlin, Heidelberg, New York.
Math. Review 2006j:60004
-
Robert S. Strichartz.
A guide to distribution theory and Fourier transforms.
(2003) World Scientific Publishing Co. Inc., River Edge, NJ.
Math. Review 95f:42001
-
Michel Talagrand.
Multiple points of trajectories of multiparameter fractional Brownian motion.
Probab. Theory Related Fields 112 (4): (1998), 545-563.
Math. Review 99j:60051
-
J.B. Walsh.
An introduction to stochastic partial differential equations.
In P. L. Hennequin, editor,
Ecole d'été de probabilités
de Saint-Flour, XIV-1984, Lecture Notes in Mathematics 1180 (1986), 265--439,
Springer-Verlag, Berlin, Heidelberg, New York.
Math. Review 88a:60114
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Electronic Communications in Probability. ISSN: 1083-589X |
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