The aim of this paper is to establish rates of convergence to Gaussianity for wavelet coefficients on circular Poisson random fields. This result is established by using the Stein–Malliavin techniques introduced by Peccati and Zheng (Electron J Probab 15(48):1487–1527, 2010) and the concentration properties of so-called Mexican needlets on the circle.

Quantitative central limit theorems for Mexican needlet coefficients on circular Poisson fields / Durastanti, Claudio. - In: STATISTICAL METHODS & APPLICATIONS. - ISSN 1618-2510. - 25:4(2016), pp. 651-673. [10.1007/s10260-016-0352-0]

Quantitative central limit theorems for Mexican needlet coefficients on circular Poisson fields

Durastanti, Claudio
2016

Abstract

The aim of this paper is to establish rates of convergence to Gaussianity for wavelet coefficients on circular Poisson random fields. This result is established by using the Stein–Malliavin techniques introduced by Peccati and Zheng (Electron J Probab 15(48):1487–1527, 2010) and the concentration properties of so-called Mexican needlets on the circle.
2016
Circular and directional data; Circular wavelets; Malliavin calculus; Mexican needlets; Multidimensional normal approximations; Nearly-tight frames; Poisson process; Stein’s method; Statistics and Probability; Statistics, Probability and Uncertainty
01 Pubblicazione su rivista::01a Articolo in rivista
Quantitative central limit theorems for Mexican needlet coefficients on circular Poisson fields / Durastanti, Claudio. - In: STATISTICAL METHODS & APPLICATIONS. - ISSN 1618-2510. - 25:4(2016), pp. 651-673. [10.1007/s10260-016-0352-0]
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11573/1266568
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