Contagion between United States and european markets during the recent crises

M. Muñoz, M. D. Márquez, Joaquín Sánchez
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引用次数: 5

Abstract

The main objective of this paper is to detect the existence of financial contagion between the North American and European markets during the recent crises. To accomplish this, the relationships between the US and the Euro zone stock markets are considered, taking the daily equity prices of the Standard and Poor’s 500 as representative of the United States market and for the European market, the five most representative indexes. Time Series Factor Analysis (TSFA) procedure has allowed concentrating the information of the European indexes into a unique factor, which captures the underlying structure of the European return series. The relationship between the European factor and the US stock return series has been analyzed by means of the dynamic conditional correlation model (DCC). Once the DCC is estimated, the contagion between both markets is analyzed. Finally, in order to explain the sudden changes in dynamic US-EU correlation, a Markov switching model is fitted, using as input variables the macroeconomic ones associated with the monetary policies of the US as well as those related to uncertainty in the markets. The results show that there was contagion between the United States and European markets in the Subprime and Global Financial crises. The two-regime Markov switching model has helped to explain the variability of the pair-wise correlation. The first regime contains mostly the financially stable periods, and the dynamic correlations in this regime are explained by macroeconomic variables and other related with monetary policies in Europe and US. The second regime is explained mainly by the Federal Funds rate and the evolution of the Euro/US Exchange rate.
在最近的危机中,美国和欧洲市场之间的传染
本文的主要目的是在最近的危机中检测北美和欧洲市场之间的金融传染的存在。为了做到这一点,我们考虑了美国和欧元区股票市场之间的关系,以标准普尔500指数的日股价作为美国市场的代表,以五个最具代表性的指数作为欧洲市场的代表。时间序列因子分析(TSFA)程序允许将欧洲指数的信息集中到一个独特的因子中,该因子捕获了欧洲回报序列的潜在结构。运用动态条件相关模型(DCC)分析了欧洲因素与美股收益序列之间的关系。一旦估算出DCC,就可以分析两个市场之间的传染。最后,为了解释美欧动态相关性的突然变化,本文拟合了一个马尔可夫切换模型,将与美国货币政策相关的宏观经济变量以及与市场不确定性相关的宏观经济变量作为输入变量。结果表明,美国和欧洲市场在次贷危机和全球金融危机中存在传染。双区马尔可夫切换模型有助于解释成对相关的可变性。第一种机制主要包含金融稳定时期,这种机制中的动态相关性可以用宏观经济变量和其他与欧洲和美国货币政策相关的变量来解释。第二种机制主要由联邦基金利率和欧元/美元汇率的演变来解释。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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