Impact of Global Financial Crisis on Stylized Facts between Energy Markets and Stock Markets

被引:0
|
作者
Leng, Tan Kim [1 ]
Cheong, Chin Wen [2 ]
Hooi, Tan Siow [1 ]
机构
[1] Multimedia Univ, Fac Management, Cyberjaya 63100, Selangor, Malaysia
[2] Multimedia Univ, Fac Comp & Informat, Cyberjaya 63100, Selangor, Malaysia
来源
PROCEEDINGS OF THE 3RD INTERNATIONAL CONFERENCE ON MATHEMATICAL SCIENCES | 2014年 / 1602卷
关键词
Financial crisis; stylized facts; energy markets; stock markets; ARCH; CONDITIONAL HETEROSCEDASTICITY;
D O I
10.1063/1.4882605
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
Understanding the stylized facts is extremely important and has becomes a hot issue nowadays. However, recent global financial crisis that started from United States had spread all over the world and adversely affected the commodities and financial sectors of both developed and developing countries. This paper tends to examine the impact of crisis on stylized facts between energy and stock markets using ARCH-family models based on the experience over 2008 global financial crisis. Empirical results denote that there is long lasting, persists and positively significant the autocorrelation function of absolute returns and their squares in both markets for before and during crisis. Besides that, leverage effects are found in stock markets whereby bad news has a greater impact on volatility than good news for both before and during crisis. However, crisis does not indicate any impact on risk-return tradeoff for both energy and stock markets. For forecasting evaluations, GARCH model and FIAPARCH model indicate superior out of sample forecasts for before and during crisis respectively.
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页码:994 / 1001
页数:8
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