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2016 Small deviations in $L_2$-norm for Gaussian dependent sequences
Seok Young Hong, Mikhail Lifshits, Alexander Nazarov
Electron. Commun. Probab. 21: 1-9 (2016). DOI: 10.1214/16-ECP4708

Abstract

Let $U=(U_k)_{k\in{\mathbb Z} }$ be a centered Gaussian stationary sequence satisfying some minor regularity condition. We study the asymptotic behavior of its weighted $\ell _2$-norm small deviation probabilities. It is shown that \[ \ln \mathbb{P} \left ( \sum _{k\in \mathbb{Z} } d_k^2 U_k^2 \le \varepsilon ^2\right ) \sim - M \varepsilon ^{-\frac{2} {2p-1}}, \qquad \textrm{ as } \varepsilon \to 0, \] whenever \[ d_k\sim d_{\pm } |k|^{-p}\quad \textrm{for some } p>\frac{1} {2} \, , \quad k\to \pm \infty , \] using the arguments based on the spectral theory of pseudo-differential operators by M. Birman and M. Solomyak. The constant $M$ reflects the dependence structure of $U$ in a non-trivial way, and marks the difference with the well-studied case of the i.i.d. sequences.

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Seok Young Hong. Mikhail Lifshits. Alexander Nazarov. "Small deviations in $L_2$-norm for Gaussian dependent sequences." Electron. Commun. Probab. 21 1 - 9, 2016. https://doi.org/10.1214/16-ECP4708

Information

Received: 17 November 2015; Accepted: 10 May 2016; Published: 2016
First available in Project Euclid: 19 May 2016

zbMATH: 1336.60075
MathSciNet: MR3510249
Digital Object Identifier: 10.1214/16-ECP4708

Subjects:
Primary: 60G15
Secondary: 47G30

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