On Modeling a Class of Weakly Stationary Processes

In this article, we show that a general class of weakly stationary time series can be modeled applying Gaussian subordinated processes. We show that, for any given weakly stationary time series (zt)z∈ℕ with given equal one-dimensional marginal distribution, one can always construct a function f and...

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Bibliographic Details
Main Authors: Lauri Viitasaari, Pauliina Ilmonen
Format: Article
Language:English
Published: Frontiers Media S.A. 2020-01-01
Series:Frontiers in Applied Mathematics and Statistics
Subjects:
Online Access:https://www.frontiersin.org/article/10.3389/fams.2019.00068/full