Some Asymptotic Results and Computational Methods of Gaussian Random Fields

Some Asymptotic Results and Computational Methods of Gaussian Random Fields

Probability Seminar
Mar 16, 2011, 03:10 PM - 04:00 PM | 332 Evans Hall | Happening As Scheduled
Jingchen Liu, Columbia University
Gaussian processes and multivariate Gaussian random vectors constitute a cornerstone of probability models in many disciplines. In this talk, we focus on the extreme behavior of Gaussian processes and their applications. In particular, we consider the tails of random variables that can be written as convex functionals of a Gaussian process including suprema and integrals of convex functions. We...