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Nonstandard limit theorem for infinite variance functionals

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Sly, Allan
Heyde, Chris

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Institute of Mathematical Statistics

Abstract

We consider functionals of long-range dependent Gaussian sequences with infinite variance and obtain nonstandard limit theorems. When the longrange dependence is strong enough, the limit is a Hermite process, while for weaker long-range dependence, the limit is α-stable Lévy motion. For the critical value of the long-range dependence parameter, the limit is a sum of a Hermite process and α-stable Lévy motion.

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The Annals of Probability

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Open Access

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