中美股指的协同走势:一个投资组合多元化分析

IF 1.4 2区 社会学 Q2 INTERNATIONAL RELATIONS
A. Abdullah, Hishamuddin Abdul Wahab, Abul Mansur Mohammed Masih, Mariani Abdul Majid, Wai-Yan Wong
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引用次数: 1

摘要

本文的目的是通过使用矢量误差修正模型(VECM),即最大重叠离散小波变换(MODWT),研究美国和中国股票市场指数与原油、黄金和比特币价格回报以及人民币兑美元汇率(CNY/USD)的时变和基于时间尺度的波动性和相关性,从而找到多样化的机会。此外,个人和机构投资者还可以通过投资于负相关或相关性极低的国家的商品和股票市场来降低其投资组合的风险。我们的VECM结果显示,比特币、原油和CNY/USD领先于其他考虑的变量,这表明比特币、原油和CNY/USD价格的变化影响了美国和中国的股市指数,也影响了黄金。我们利用modwt技术的研究表明,比特币在几乎所有水平上都领先原油,这表明原油价格将在长期和中期对比特币价格变动做出反应。然而,由于比特币的极端波动性,投资者可能会被阻止使用比特币作为多元化工具。研究还表明,投资黄金可能有助于美国投资者的分散投资。然而,连续小波变换结果表明,多元化效益效应将持续64天。我们的研究结果倾向于强调使用合理的现代方法来识别具有不同投资视野或持有不同时期股票的投资者的多样化可能性的重要性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
THE CO-MOVEMENT OF CHINA AND US STOCK INDICES: A PORTFOLIO DIVERSIFICATION ANALYSIS
The aim of this article is to find diversification opportunities by examining the time-varying and time-scale-based volatility andcorrelation of the US and Chinese stock market indices with crude oil, gold and Bitcoin price returns, as well as the exchange rate ofthe Chinese Yuan Renminbi against the US Dollar (CNY/USD) using a vector error correction model (VECM), namely, maximumoverlap discrete wavelet transformation (MODWT). Furthermore, individual and institutional investors may also reduce the risk of theirinvestment portfolio by investing in commodities and stock markets from countries with a negative or substantially low correlation. Our VECM result shows that Bitcoin, crude oil and CNY/USD lead the other variables under consideration, indicating that changes in the prices of Bitcoin, crude oil and CNY/USD affect the US and Chinese stock market indices, as well as gold. Our research utilising theMODWT technique shows that Bitcoin leads crude oil at almost all levels, indicating that crude oil prices will respond to Bitcoinprice movement in the long and medium term. However, investors may be deterred from using Bitcoin as a diversification tool due toits extreme volatility. The research also indicates that diversification with gold may help US investors. However, the continuous wavelettransformation finding shows that the diversification benefit effects will persist for a holding period of little more than 64 days. Our study results tend to emphasise the significance of using reasonably modern methods to identify diversification possibilities for investors with diverse investment horizons or holding stocks for various periods.
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来源期刊
CiteScore
3.10
自引率
8.00%
发文量
17
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