后新冠肺炎时代国际金融市场的波动性

Samuel Tabot Enow
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引用次数: 0

摘要

由于股票市场的长期行为与证券价格估值直接相关,因此对资产经理和金融专家来说意义重大。波动性持续性由于其时变特性对证券价格的收益有显著影响。然而,如果波动是暂时的而不是持续的,那么当前波动对未来证券价格和回报没有真正有意义的影响。本研究的目的是探索条件波动特性,并确定当前的波动环境是否会持续存在于JSE、标准普尔500指数、纳斯达克指数、SSE、CAC 40和DAX市场。利用GARCH 1.1模型和马尔可夫切换模型,研究结果表明,从JSE、S&P 500、Nasdaq指数、SSE、CAC 40和DAX的ARCH和GARCH系数以及延迟参数来看,波动性将持续存在。此外,纳斯达克、CAC 40和DAX过去波动的影响将继续存在于方差预测中。应在JSE、标准普尔500指数、纳斯达克指数、上证指数、CAC 40指数和DAX指数中采用多元化和更广泛的投资方法来降低风险,并且投资组合不应集中于任何行业或资产类别。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
VOLATILITY PERSISTENCE IN INTERNATIONAL FINANCIAL MARKETS IN THE POST COVID-19 ERA
The long-term behaviour of stock markets are of significant importance to asset managers and financial experts due to its direct link with security price valuation. Volatility persistence has a significant impact on the returns of security prices due to its time varying properties. However, there is no real meaningful effect of current volatility on future security prices and returns if the volatility is transitory and not persistent. The aim of this study was to explore conditional volatility properties and determine whether the current volatile environment would persist in the JSE, S&P 500, Nasdaq Index, SSE, CAC 40 and DAX markets. Using a GARCH 1.1 model and a Markov switching model, the findings revealed that volatility would persist in the JSE, S&P 500, Nasdaq Index, SSE, CAC 40, and the DAX from their ARCH and GARCH coefficients, as well as the delay parameters. In addition, the effects of past volatility in the Nasdaq, CAC 40, and DAX would remain in the forecast of variance. A diversified and broader investment approach should be used in the JSE, S&P 500, Nasdaq Index, SSE, CAC 40, and DAX indexes to mitigate risk, and portfolio formation should not concentrate on any sector or asset classes.
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