金融传染的动态等相关分析:来自拉丁美洲市场的证据

Roberto Louis Forestal, Shih-Ming Pi
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引用次数: 0

摘要

本研究采用多元自回归移动平均-广义自回归条件异方差-动态等相关(ARMA-GARCH-DECO)模型来识别金融动荡期间拉美金融市场的传染。我们分析了18种美国存托凭证(ADR)、8种交易所交易基金(ETF)和6种外汇汇率(Forex)之间的动态条件相关性。我们的样本包括2014年4月1日以来的每日收盘价,截至2021年1月29日,阿根廷、巴西、智利、哥伦比亚、墨西哥和秘鲁的数据显示,大多数工具(包括属于防御性超级行业的工具)的波动性具有长期特征,这意味着在上次金融危机期间,防御性超级行业和基础材料是受影响最大的行业。这些金融资产不能作为安全港投资,因为它们在金融危机期间的相关性相对高于正常时期。我们的研究结果具有政策意义,对于那些更好地了解新兴金融资产行为之间溢出效应动态的从业者来说,这是很有意义的
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Dynamic Equicorrelation Analysis of Financial Contagion: Evidence from Latin America Markets
This research employs the multivariate autoregressive moving average-generalized autoregressive conditionally heteroscedastic-dynamic equicorrelation (ARMA-GARCH-DECO) model to identify contagion among Latin American financial markets during financial turmoil period We analyze the dynamic conditional correlations among 18 American Depositary Receipts (ADR), 8 Exchange Traded Funds (ETF) and 6 Foreign Exchange Rates (Forex) Our sample includes daily closing prices from April 1, 2014, to January 29, 2021, for Argentina, Brazil, Chile, Colombia, Mexico, and Peru Results find long-run properties in the volatility of most instruments including those belonging to defensive super sector implying that defensive super sector and basic materials are the most impacted sectors during the last financial crises We present evidence that in times of economic disruption like in the midst of the COVID-19 pandemic, those financial assets do not act as safe harbor investments since they are relatively more correlated during period of financial crises than in normal periods Our findings have policy implications and are of interest to practitioners who look a better understanding of the dynamics of spillovers among the behavior of emerging financial assets
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