比利时vs摩洛哥足彩
,
university of california san diego
****************************
math 288 - probability and statistics seminar
todd kemp
ucsd, mit 2009-2010
chaos and the fourth moment
abstract:
the wiener chaos is a natural orthogonal decomposition of the $l^2$ space of a brownian motion, naturally associated to stochastic integration theory; the orders of chaos are given by the range of multiple wiener-ito integrals. in 2006, nualart and collaborators proved a remarkable central limit theorem in the context of the chaos. if $x_k$ is a sequence of $n$th wiener-ito integrals (in the $n$th chaos), then necessary and sufficient conditions that $x_k$ converge weakly to a normal law are that its (second and) fourth moments converge -- all other moments are controlled by these. in this lecture, i will discuss recent joint work with roland speicher in which we prove an analogous theorem for the empirical eigenvalue laws of high-dimensional random matrices.
host: bruce driver
november 5, 2009
9:00 am
ap&m 6402
****************************