Testing for contagion under asymmetric dynamics: Evidence from the stock markets between US and Taiwan

被引:22
作者
Wang, Kuan-Min
Thi, Thanh-Binh Nguyen
机构
[1] Overseas Chinese Inst Technol, Dept Finance, Taichung 40721, Taiwan
[2] Feng Chia Univ, Coll Business, PhD Program, Taichung 40724, Taiwan
关键词
contagion effect; DCC multivariate GARCH model; ICSS algorithm; stock market;
D O I
10.1016/j.physa.2006.10.084
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
This article is an attempt to test, through the use of forward forecasting test on dynamic conditional correlation (DCC), for contagion between Taiwan and US stocks under asymmetry. The process includes three steps. The first step uses the iterated cumulative sums of squares (ICSS) algorithm to detect the structural breaks of market return. The second step creates dummy variables for breaks, estimates EGARCH model of conditional generalized error distribution, and computes dynamic conditional correlation coefficients of DCC multivariate GARCH model. The third step employs one-step and N-step forecast test to check for contagion effect. The evidences prove the asymmetric leverage effect of Taiwan weighted stock index and New York-NYSE Composite Index. Interestingly, we discovered that there are two kinds of contagion, "positive" and "negative", between markets. (c) 2006 Elsevier B.V. All rights reserved.
引用
收藏
页码:422 / 432
页数:11
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