Malliavin-Stein approach to local limit theorems
九州確率論セミナー
開催期間
2025.1.24(金)
16:30 ~ 18:00
16:30 ~ 18:00
場所
ウエスト1号館 D-725
講演者
蛯名 真久 (京都大学)
概要
Malliavin-Stein's method, a fruitful combination of the Malliavin
calculus and Stein's method, provides a powerful probabilistic technique
for establishing the quantitative central limit theorems, particularly
for functionals of Gaussian processes. In this talk, we will see how the
theory of generalized functionals in the Malliavin calculus can be
combined with Malliavin-Stein's method to obtain local central limit
theorems.
We will also discuss some applications to Wiener chaos. Part of this
talk is based on the ongoing joint research with Ivan Nourdin and
Giovanni Peccati.