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Mixed-Norm Spaces and Prediction of SαS Moving Averages

Raymond Cheng and Charles B. Harris

Journal of Time Series Analysis, 2015, vol. 36, issue 6, 853-875

Abstract: type="main" xml:id="jtsa12134-abs-0001"> Suppose that Z k k = − ∞ ∞ is an i.i.d. symmetric α-stable noise, 1 > α > 2, and consider the moving average process X k k = − ∞ ∞ given by X k = ∑ j = 0 ∞ a j Z k − j . Conditions are obtained for the convergence rate of the moving average series, as well as that of the inverted (autoregressive) representation Z k = ∑ j = 0 ∞ c j X k − j . These conditions are expressed in terms of the associated function F ( z ) = ∑ j = 0 ∞ a j z j and its reciprocal belonging to certain mixed-norm spaces of functions on the open unit disc. Properties of these spaces are explored. Criteria are also derived for the rate of mixing in a certain sense.

Date: 2015
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