Article (Scientific journals)
Optimal Convergence Rates and One-Term Edgeworth Expansions for Multidimensional Functionals of Gaussian Fields
Campese, Simon
2013In ALEA: Latin American Journal of Probability and Mathematical Statistics
Peer Reviewed verified by ORBi
 

Files


Full Text
1305.6523v2.pdf
Author preprint (368.29 kB)
Download

All documents in ORBilu are protected by a user license.

Send to



Details



Keywords :
Malliavin calculus; Stein's method; Gaussian approximation; Edgeworth expanison; optimality; multiple integrals
Abstract :
[en] We develop techniques for determining the exact asymptotic speed of convergence in the multidimensional normal approximation of smooth functions of Gaussian fields. As a by-product, our findings yield exact limits and often give rise to one-term generalized Edgeworth expansions increasing the speed of convergence. Our main mathematical tools are Malliavin calculus, Stein's method and the Fourth Moment Theorem. This work can be seen as an extension of the results of arXiv:0803.0458 to the multi-dimensional case, with the notable difference that in our framework covariances are allowed to fluctuate. We apply our findings to exploding functionals of Brownian sheets, vectors of Toeplitz quadratic functionals and the Breuer-Major Theorem.
Disciplines :
Mathematics
Author, co-author :
Campese, Simon ;  University of Luxembourg > Faculty of Science, Technology and Communication (FSTC) > Mathematics Research Unit
Language :
English
Title :
Optimal Convergence Rates and One-Term Edgeworth Expansions for Multidimensional Functionals of Gaussian Fields
Publication date :
2013
Journal title :
ALEA: Latin American Journal of Probability and Mathematical Statistics
ISSN :
1980-0436
Publisher :
Instituto Nacional de Matematica Pura e Aplicada, Brazil
Peer reviewed :
Peer Reviewed verified by ORBi
Available on ORBilu :
since 07 January 2014

Statistics


Number of views
80 (4 by Unilu)
Number of downloads
39 (0 by Unilu)

WoS citations
 
7

Bibliography


Similar publications



Contact ORBilu