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arxiv: 1905.01891 · v1 · pith:QOS4CEJWnew · submitted 2019-05-06 · 🧮 math.PR

A note on linear processes with tapered innovations

classification 🧮 math.PR
keywords linearprocessdependingfractionalinnovationsmotionparameterpartial
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In the paper we consider the partial sum process $\sum_{k=1}^{[nt]}X_k^{(n)}$, where $\{X_k^{(n)}, \ k\in Z\},\ n\ge 1,$ is a series of linear processes with innovations having heavy-tailed tapered distributions with tapering parameter $b_n$ depending on $n$. It is shown that, depending on the properties of a filter of a linear process under consideration and on the parameter $b_n$ defining if the tapering is hard or soft, the limit process for such partial sum process can be fractional Brownian motion or linear fractional stable motion.

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