Exchange Rate and Stock Prices Volatility Connectedness and Spillover during Pandemic Induced-Crises: Evidence from BRICS Countries

IF 2.5 Q2 ECONOMICS Asia-Pacific Financial Markets Pub Date : 2023-06-01 DOI:10.1007/s10690-023-09411-0
Muntazir Hussain, Usman Bashir, Ramiz Ur Rehman
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Abstract

This paper investigated exchange rate and stock price volatility connectedness and spillover in Brazil, Russia, India, China, and South Africa (BRICS) during pandemic-induced crises. We first extracted volatility using the Generalized Auto-Regressive Conditional Heteroskedasticity (GARCH) model. Then volatility connectedness and spillover were investigated by using (Diebold and Yilmaz, International Journal of Forecasting, 28(1), 57–66, 2012) method. We find that exchange rate volatility and stock return volatilities are connected during pandemic-induced crises. The study also finds volatilities spillover among countries in the sample. Russia has strong volatility connectedness with India in these financial markets. The direction of volatility spillover is from Russia to India. Similarly, Brazil has strong volatility connectedness with South Africa and the direction volatility spillover is from Brazil to South Africa. Finally, China has a weak volatility connection with the remaining BRICS countries. Thus, the volatility transfer in these financial markets and across BRICS countries has economic implications.

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大流行引发危机期间汇率和股价波动的连通性和溢出效应:来自金砖国家的证据
本文研究了在大流行病引发的危机期间,巴西、俄罗斯、印度、中国和南非(金砖五国)的汇率和股票价格波动的关联性和溢出效应。我们首先使用广义自回归条件异方差(GARCH)模型提取波动率。然后使用(Diebold 和 Yilmaz,《国际预测期刊》,28(1),57-66,2012 年)方法研究了波动的关联性和溢出效应。我们发现,在大流行病引发的危机期间,汇率波动率和股票回报率波动率是相关联的。研究还发现样本国家之间存在波动溢出效应。在这些金融市场中,俄罗斯与印度具有很强的波动关联性。波动溢出的方向是从俄罗斯到印度。同样,巴西与南非也有很强的波动联系,波动溢出的方向是从巴西到南非。最后,中国与其余金砖国家的波动联系较弱。因此,这些金融市场和金砖国家之间的波动转移具有经济意义。
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来源期刊
CiteScore
3.00
自引率
0.00%
发文量
34
期刊介绍: The current remarkable growth in the Asia-Pacific financial markets is certain to continue. These markets are expected to play a further important role in the world capital markets for investment and risk management. In accordance with this development, Asia-Pacific Financial Markets (formerly Financial Engineering and the Japanese Markets), the official journal of the Japanese Association of Financial Econometrics and Engineering (JAFEE), is expected to provide an international forum for researchers and practitioners in academia, industry, and government, who engage in empirical and/or theoretical research into the financial markets. We invite submission of quality papers on all aspects of finance and financial engineering. Here we interpret the term ''financial engineering'' broadly enough to cover such topics as financial time series, portfolio analysis, global asset allocation, trading strategy for investment, optimization methods, macro monetary economic analysis and pricing models for various financial assets including derivatives We stress that purely theoretical papers, as well as empirical studies that use Asia-Pacific market data, are welcome. Officially cited as: Asia-Pac Financ Markets
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