DCC-GARCH下的东亚金融传染

J. Cho, A. Parhizgari
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引用次数: 108

摘要

本文运用动态条件相关(DCC)分析1997年东亚金融危机中8个国家的股票市场,重新考虑传染的定义和度量。以泰国和香港为传染源,共分析了14对传染源-目标对。我们将传染定义为计算的dcs中的统计中断,通过其平均值和中位数的变化来测量。在DCC过程中,允许每一对源-目标国传染的参数变化并由数据决定。传染使用DCC均值和中位数差异检验。我们的研究结果表明,在所有被考虑的14对源-目标国家的股票市场中存在传染。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
East Asian Financial Contagion Under DCC-GARCH
We reconsider the definition and measurement of contagion by analyzing the 1997 East Asian financial crisis in the equity markets of eight countries using dynamic conditional correlation (DCC). Taking Thailand and Hong Kong as alternative sources of contagion, a total of fourteen source-target pairs is analyzed. We define contagion as the statistical break in the computed DCCs as measured by the shifts in their means and medians. In the DCC process, the parameters of each pair of source-target country contagion are allowed to vary and be dictated by the data. Contagion is tested using DCC means and medians difference tests. Our findings indicate the presence of contagion in the equity markets across all the fourteen pairs of source-target countries that are considered.
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