UAH > Math > Colloquia > 3/9/2007

Anisotropic Gaussian Random Fields and Their Sample Path Properties


Dr. Yimin Xiao

Department of Statistics and Probability
Michigan State University

March 9, 2007
202 Madison Hall
3:00 PM (Refreshments at 2:30 in 201 Madison Hall)

Abstract

In recent years, various classes of anisotropic Gaussian random fields have arisen in probability theory, statistics and in various applications. Examples include fractional Brownian sheets, certain operator-self-similar Gaussian random fields with stationary increments and solutions to stochastic heat and wave equations. This talk is concerned with sample path properties of an anisotropic Gaussian random field X = (X(t): t inRN) with index H = (H1, H2, ..., HN) in (0, 1)N. Our interest lies in characterizing the anisotropic properties of X in terms of H. We will present a general framework under which the regularity and fractal properties of the sample path of X can be studied.