The Optimal Bandwidth Parameter Selection in GPH Estimation

In this paper, the optimal bandwidth parameter is investigated in the GPH algorithm. Firstly, combining with the stylized facts of financial time series, we generate long memory sequences by using the ARFIMA (1, d, 1) process. Secondly, we use the Monte Carlo method to study the impact of the GPH al...

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Bibliographic Details
Main Authors: Weijie Zhou, Huihui Tao, Feifei Wang, Weiqiang Pan
Format: Article
Language:English
Published: Wiley 2021-01-01
Series:Journal of Mathematics
Online Access:http://dx.doi.org/10.1155/2021/2876000
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