A connection between the stochastic heat equation and fractional Brownian motion and a simple proof of a result of Talagrand

被引:4
作者
Mueller, Carl [1 ]
Wu, Zhixin [2 ]
机构
[1] Univ Rochester, Rochester, NY 14627 USA
[2] Depauw Univ, Greencastle, IN USA
关键词
Heat equation; white noise; stochastic partial differential equations;
D O I
10.1214/ECP.v17-1774
中图分类号
O21 [概率论与数理统计]; C8 [统计学];
学科分类号
020208 ; 070103 ; 0714 ;
摘要
We give a new representation of fractional Brownian motion with Hurst parameter H < 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 Levy. This erratum corrects an error in Lemma 1.2 of the original paper [5]. We also give more details in the appendix.
引用
收藏
页码:1 / 10
页数:10
相关论文
共 9 条
[1]   OCCUPATION DENSITIES [J].
GEMAN, D ;
HOROWITZ, J .
ANNALS OF PROBABILITY, 1980, 8 (01) :1-67
[2]   Intersections of Brownian motions [J].
Khoshnevisan, D .
EXPOSITIONES MATHEMATICAE, 2003, 21 (02) :97-114
[3]   A decomposition of the bifractional Brownian motion and some applications [J].
Lei, Pedro ;
Nualart, David .
STATISTICS & PROBABILITY LETTERS, 2009, 79 (05) :619-624
[4]  
Mueller C., 2002, ELECTRON J PROBAB, V7, P1
[5]   A CONNECTION BETWEEN THE STOCHASTIC HEAT EQUATION AND FRACTIONAL BROWNIAN MOTION, AND A SIMPLE PROOF OF A RESULT OF TALAGRAND [J].
Mueller, Carl ;
Wu, Zhixin .
ELECTRONIC COMMUNICATIONS IN PROBABILITY, 2009, 14 :55-65
[6]  
Nualart D., 2006, PROBABILITY ITS APPL, V2nd
[7]   Multiple points of trajectories of multiparameter fractional Brownian motion [J].
Talagrand, M .
PROBABILITY THEORY AND RELATED FIELDS, 1998, 112 (04) :545-563
[8]  
WALSH JB, 1986, LECT NOTES MATH, V1180, P265
[9]  
WOLFF TH, 2003, LECT HARMONIC ANAL, V29