Financial Contagion from the Subprime Crisis: A Copula Approach

Rita I.L. Mendes, Luís Gomes, P. Ramos
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Abstract

The magnitude of the subprime crisis effects caused recessions in several economies, giving rise to the global financial crisis. The scale of this major shock and the different recovery profiles of European economies motivated this paper. The main objective is to look for evidence of contagion between the North American financial market (S&P500) and the financial markets of Portugal (PSI20), Spain (IBEX35), Greece (ATHEX) and Italy (FTSEMIB), in the South of Europe, and the financial markets of Sweden (OMXS30), Denmark (OMX2C0), Finland (OMXH25) and Norway (OsloOBX), in the North of Europe. Considering the period from January 1, 2003 to December 31, 2013, the ARMA-GARCH models were estimated to remove the autoregressive and conditional heteroscedastic effects from the time series of the daily returns. Then, the copula models were used to estimate the dependence relationships between the European stock indexes and the North American stock index, from the pre-crisis subperiod to the crisis subperiod. The results indicate financial contagion of the subprime crisis for all analyzed European countries. The North European markets intensified the relations of financial integration (both in negative and positive shocks) with the North American market, apart from the Danish against the Portuguese. In addition to the contribution made by the joint application of the ARMA-GARCH models, the findings are useful to identify channels of financial contagion between markets and to warn about the effects of possible new crisis, which will require different levels of adaptation by the companies’ financial managers and intervention by the authorities.
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次贷危机的金融传染:一种联结方法
次贷危机的严重影响导致了几个经济体的衰退,引发了全球金融危机。这一重大冲击的规模和欧洲经济体不同的复苏状况激发了本文的动力。主要目标是寻找北美金融市场(标准普尔500指数)与欧洲南部葡萄牙(PSI20)、西班牙(IBEX35)、希腊(ATHEX)和意大利(FTSEMIB)金融市场以及欧洲北部瑞典(OMXS30)、丹麦(OMX2C0)、芬兰(OMXH25)和挪威(OsloOBX)金融市场之间传染的证据。考虑到2003年1月1日至2013年12月31日期间,估计ARMA-GARCH模型从每日收益的时间序列中去除了自回归和条件异方差效应。然后,使用copula模型估计了欧洲股指和北美股指从危机前子周期到危机子周期的依赖关系。结果表明,所有被分析的欧洲国家都受到了次贷危机的金融传染。北欧市场加强了与北美市场的金融一体化关系(无论是在负面还是正面冲击中),除了丹麦对葡萄牙。除了ARMA-GARCH模型的联合应用所做出的贡献外,这些发现还有助于确定市场之间的金融传染渠道,并警告可能出现的新危机的影响,这将需要公司财务经理进行不同程度的适应和当局的干预。
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来源期刊
CiteScore
1.40
自引率
0.00%
发文量
23
审稿时长
10 weeks
期刊介绍: The Journal called Scientific Annals of Economics and Business (formerly Analele ştiinţifice ale Universităţii "Al.I. Cuza" din Iaşi. Ştiinţe economice / Scientific Annals of the Alexandru Ioan Cuza University of Iasi. Economic Sciences), was first published in 1954. It is published under the care of the Alexandru Ioan Cuza University, the oldest higher education institution in Romania, a place of excellence and innovation in education and research since 1860. Throughout its editorial life, the journal has been continuously improving. Renowned professors, well-known in the country and abroad, have published in this journal. The quality of the published materials is ensured both through their review by external reviewers of the institution and by the editorial staff that includes professors for each area of interest. The journal published papers in the following main sections: Accounting; Finance, Money and Banking; Management, Marketing and Communication; Microeconomics and Macroeconomics; Statistics and Econometrics; The Society of Knowledge and Business Information Systems.
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