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February 2009 Inverse problems for regular variation of linear filters, a cancellation property for σ-finite measures and identification of stable laws
Martin Jacobsen, Thomas Mikosch, Jan Rosiński, Gennady Samorodnitsky
Ann. Appl. Probab. 19(1): 210-242 (February 2009). DOI: 10.1214/08-AAP540

Abstract

In this paper, we consider certain σ-finite measures which can be interpreted as the output of a linear filter. We assume that these measures have regularly varying tails and study whether the input to the linear filter must have regularly varying tails as well. This turns out to be related to the presence of a particular cancellation property in σ-finite measures, which in turn, is related to the uniqueness of the solution of certain functional equations. The techniques we develop are applied to weighted sums of i.i.d. random variables, to products of independent random variables, and to stochastic integrals with respect to Lévy motions.

Citation

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Martin Jacobsen. Thomas Mikosch. Jan Rosiński. Gennady Samorodnitsky. "Inverse problems for regular variation of linear filters, a cancellation property for σ-finite measures and identification of stable laws." Ann. Appl. Probab. 19 (1) 210 - 242, February 2009. https://doi.org/10.1214/08-AAP540

Information

Published: February 2009
First available in Project Euclid: 20 February 2009

zbMATH: 1171.60309
MathSciNet: MR2498677
Digital Object Identifier: 10.1214/08-AAP540

Subjects:
Primary: 60E05
Secondary: 60E07

Keywords: Cauchy equation , Choquet–Deny equation , functional equation , Infinite divisibility , infinite moving average , inverse problem , Lévy measure , linear filter , regular variation , stochastic integral , tail of a measure

Rights: Copyright © 2009 Institute of Mathematical Statistics

Vol.19 • No. 1 • February 2009
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