統計数学セミナー
Seminar on Probability and Statistics
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Seminar on Probability and Statistics
Sataday August 6 2016
Tokyo 123
3:20-4:10 pm


Stein's equations for invariant measures of diffusions processes and their applications via Malliavin calculus


Seiichiro Kusuoka
Okayama University

Abstract

After the fourth moment theorem, many results on the Wiener chaos are obtained as an application of Stein's method and Malliavin calculus. For example, the estimate of distances between a given distribution and the normal distribution, the rate of convergence of a sequence in the Wiener chaos, and Berry–Esseen type bounds. In this talk, we consider Stein's equations with respect to invariant measures of diffusion processes, and discuss estimates of distances between a given distribution and the invariant measures and convergence of distributions to the invariant measures. This talk is based on the joint work with Ciprian Tudor.




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Seminar on Probability and Statistics