新兴股票市场的部门整合:多尺度方法。

IF 0.8 4区 经济学 Q3 ECONOMICS
Kingstone Nyakurukwa, Yudhvir Seetharam
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引用次数: 0

摘要

本研究的目的是在时间-频率域中检验约翰内斯堡证券交易所行业部门的连通性。我们使用基于经济学的方法,如小波多重相关和小波尺度图差分,来识别不同频率下扇区连通性随时间的演变。研究结果表明,约翰内斯堡证券交易所的板块在较低的频率下尤其一体化。小波多重相关性峰值是为了应对2020年新冠肺炎疫情和2013年惠誉下调南非债务评级等地方和全球冲击。尽管JSE存在部门多元化的机会,但在危机时期,当最需要的时候,这种做法就失败了。因此,投资者应该考虑在危机时期可以作为避风港的其他资产类别。尽管现有文献已经研究了发达国家和发展中国家股票市场的部门依赖性,但据我们所知,这是第一项在南非背景下使用多种非参数方法来检验这种连通性的研究,这些方法对非正态性、异常值的存在以及非平稳数据都是稳健的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Sectoral integration on an emerging stock market: a multi-scale approach.

Sectoral integration on an emerging stock market: a multi-scale approach.

Sectoral integration on an emerging stock market: a multi-scale approach.

Sectoral integration on an emerging stock market: a multi-scale approach.

The purpose of this study is to examine the connectedness of industry sectors on the Johannesburg Stock Exchange in a time-frequency domain. We use econophysics-based methods like the wavelet multiple correlation and wavelet scalogram difference to identify the evolution of the connectedness of the sectors over time and at different frequencies. The findings show that the sectors on the Johannesburg Stock Exchange are especially integrated at lower frequencies. Wavelet multiple correlation peaks in response to local and global shocks like the black-swan COVID-19 pandemic in 2020 and the downgrading of South African debt by Fitch in 2013. Though there are opportunities for sectoral diversification on the JSE, this fails when it is most needed, during crisis periods. Investors should therefore consider other asset classes that could serve as a haven in times of crisis. Though extant literature has examined sectoral dependencies on the stock markets of developed and developing countries, to the best of our knowledge, this is the first study to examine this connectedness in a South African context using multiple nonparametric methods that are robust to non-normality, presence of outliers as well as non-stationary data.

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来源期刊
CiteScore
2.20
自引率
18.20%
发文量
33
期刊介绍: Journal of Economic Interaction and Coordination addresses the vibrant and interdisciplinary field of agent-based approaches to economics and social sciences. It focuses on simulating and synthesizing emergent phenomena and collective behavior in order to understand economic and social systems. Relevant topics include, but are not limited to, the following: markets as complex adaptive systems, multi-agents in economics, artificial markets with heterogeneous agents, financial markets with heterogeneous agents, theory and simulation of agent-based models, adaptive agents with artificial intelligence, interacting particle systems in economics, social and complex networks, econophysics, non-linear economic dynamics, evolutionary games, market mechanisms in distributed computing systems, experimental economics, collective decisions. Contributions are mostly from economics, physics, computer science and related fields and are typically based on sound theoretical models and supported by experimental validation. Survey papers are also welcome. Journal of Economic Interaction and Coordination is the official journal of the Association of Economic Science with Heterogeneous Interacting Agents. Officially cited as: J Econ Interact Coord
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