美国传染病股票市场波动指数预测g7股票收益?超越对称的证据

IF 2 0 ECONOMICS Annals of Financial Economics Pub Date : 2022-10-21 DOI:10.1142/s2010495222500282
Raheel Gohar, Asma Salman, E. Uche, O. F. Derindag, B. Chang
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引用次数: 5

摘要

在COVID-19大流行期间,Baker等人(2020)[前所未有的股市对COVID-19的反应。资产定价研究综述,10(1):742-758。]提出了传染病股票市场波动率(ID-EMV)指数,该指数跟踪传染病引起的美国股市波动。本文利用新建立的ID-EMV指数扩展了文献,考察了其对七国集团(包括英国、意大利、日本、德国、法国、加拿大和美国)股票市场收益的非对称效应。此外,我们还采用了分位数对分位数回归检验、分位数协整检验和分位数单位根检验等新技术。分位数协整检验表明传染病EMV指数与G7股票收益协整。此外,分位数对分位数回归技术显示,在股市看涨状态下,传染病指数正影响股票收益。相反,在股票市场回报的看跌状态下,它会对股票回报产生负面影响。看跌状态的负面影响意味着投资者在经济低迷时期可能会减少投资,而在经济繁荣时期他们需要增加投资。
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DOES US INFECTIOUS DISEASE EQUITY MARKET VOLATILITY INDEX PREDICT G7 STOCK RETURNS? EVIDENCE BEYOND SYMMETRY
During the COVID-19 pandemic, Baker et al. (2020) [The unprecedented stock market reaction to COVID-19. The Review of Asset Pricing Studies, 10, 742–758.] proposed the infectious disease equity market volatility (ID-EMV) index, which tracks US equity market volatility caused by infectious diseases. We extended the literature by using this newly developed ID-EMV index to examine its asymmetric effect on the share market returns of the G7 countries, which include the United Kingdom, Italy, Japan, Germany, France, Canada, and the United States of America. Moreover, we used novel techniques like the quantile-on-quantile regression test, quantile cointegration test, and quantile unit root test. The quantile cointegration test indicates that the infectious disease EMV index is cointegrated with G7 stock returns. Moreover, the quantile-on-quantile regression technique reveals that the infectious disease index positively affects stock returns during bullish states of the stock markets. In contrast, it negatively affects stock returns during bearish states of the stock market returns. The negative effect of the bearish states implies that investors may discourage investments during the downturns of the economy, whereas they need to boost their investments during economic booms.
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来源期刊
CiteScore
6.60
自引率
55.00%
发文量
30
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