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Asymmetric Multifractal Analysis of Rebar Futures and Spot Market in China.

Authors :
Zhang, Qiaoyan
Wang, Lixian
Jin, Shang
Hao, Xiaozhen
Chen, Zhenlong
Source :
Journal of Advanced Computational Intelligence & Intelligent Informatics. May2020, Vol. 24 Issue 3, p282-292. 11p.
Publication Year :
2020

Abstract

In this study, a wavelet denoising method is first used to eliminate the influence of noise. Then, an overlapping smooth window technique is introduced into the asymmetric multifractal detrended cross-correlation analysis method, which was combined with the multiscale multifractal analysis method, resulting in the proposed asymmetric multiscale multifractal detrended cross-correlation analysis method. This method not only remedies the pseudo-fluctuation defect of the traditional method, but also explores the asymmetric multifractal cross-correlation between China's rebar futures and spot markets at different scales. The results show the existence of an asymmetric multifractal cross-correlation between rebar futures and spot markets with upward and downward trends at different scales. This cross-correlation is highly complex at the small-scale, and more pronounced when the futures market is in an uptrend. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
13430130
Volume :
24
Issue :
3
Database :
Academic Search Index
Journal :
Journal of Advanced Computational Intelligence & Intelligent Informatics
Publication Type :
Academic Journal
Accession number :
143326018
Full Text :
https://doi.org/10.20965/jaciii.2020.p0282