
Normal Approximations with Malliavin Calculus
by Nourdin, Ivan; Peccati, Giovanni-
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Summary
Table of Contents
Preface | |
Introduction | |
Malliavin operators in the one-dimensional case | |
Malliavin operators and isonormal Gaussian processes | |
Stein's method for one-dimensional normal approximations | |
Multidimensional Stein's method | |
Stein meets Malliavin: univariate normal approximations | |
Multivariate normal approximations | |
Exploring the Breuer-Major Theorem | |
Computation of cumulants | |
Exact asymptotics and optimal rates | |
Density estimates | |
Homogeneous sums and universality | |
Gaussian elements, cumulants and Edgeworth expansions | |
Hilbert space notation | |
Distances between probability measures | |
Fractional Brownian motion | |
Some results from functional analysis | |
References | |
Index | |
Table of Contents provided by Publisher. All Rights Reserved. |
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