回顾2019冠状病毒病大流行之前和期间印度尼西亚黄金和股票之间的动态投资组合形成情况

Ashalia Fitri Yuliana, R. Robiyanto
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引用次数: 1

摘要

本研究旨在利用DCC-GARCH和ADCC-GARCH分析技术,回顾2019冠状病毒病大流行之前和期间个股和黄金动态投资组合的形成。这样做是为了让个人投资者和投资经理能够应用这种方法。本研究使用2019年10月至2020年9月期间的数据,研究样本包括IDX-30指数中的9只股票。结果表明,COVID-19大流行前的DCC-GARCH分析技术与未对冲和对冲的动态投资组合的绩效没有差异。这是由于新冠肺炎大流行前的情况仍然趋于稳定,因此不需要避险资产。与此同时,在2019冠状病毒病大流行期间,使用dc - garch分析技术,由于情况开始在不确定性中波动,导致需要避险资产,因此存在差异。另一方面,使用ADCC-GARCH分析技术对COVID-19大流行之前和期间进行分析,未对冲和对冲的动态投资组合的表现存在差异。由于ADCC-GARCH技术能够看到未来的不对称波动,因此在投资组合中加入黄金可以在存在不确定性时降低风险。本研究还发现,ADCC-GARCH技术比DCC-GARCH技术具有更好的性能。
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Revisit the Dynamic Portfolio Formation Between Gold and Stocks in Indonesia in The Period Before and During the COVID-19 Pandemic
This research aims to review the formation of the dynamic portfolio of individual stocks and gold using the DCC-GARCH and ADCC-GARCH analysis techniques in the periods before and during the COVID-19 pandemic. This is done so that individual investors and investment managers will be able to apply this method. This research uses data from the period of October 2019 - September 2020 with a research sample of nine stocks that are included in the IDX-30. The results showed that the DCC-GARCH analysis technique before the COVID-19 pandemic and the performance of the dynamic portfolios that were unhedged and hedged had no difference. This is due to the conditions in the period before the COVID-19 pandemic which still tended to be stable, thus, no safe-haven asset is needed. Meanwhile, in the period during the COVID-19 pandemic, using the DCC-GARCH analysis technique, there were differences because conditions have started to fluctuate in uncertainty which resulted in the need for safe-haven assets. On the other hand, using the ADCC-GARCH analysis technique on the periods before and during the COVID-19 pandemic, the performance of the dynamic portfolios that were unhedged and hedged showed a difference. Because the ADCC-GARCH technique is able to see asymmetric volatility for the future, adding gold to a portfolio can reduce risk when there is uncertainty. This research also found that the ADCC-GARCH technique had better performance than the DCC-GARCH technique.
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