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首页> 外文期刊>Physica, A. Statistical mechanics and its applications >Long memory volatility of gold price returns: How strong is the evidence from distinct economic cycles?
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Long memory volatility of gold price returns: How strong is the evidence from distinct economic cycles?

机译:黄金价格回报率的长期记忆波动性:来自不同经济周期的证据有多强?

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This paper examines the long memory behavior in the volatility of gold returns using daily data for the period 1985-2009. We divided the whole sample into eight sub-samples in order to analyze the robustness and consistency of our results during different crisis periods. This constitutes our main contribution. We cover four major world crises, namely, (i) the US stock market crash of 1987; (ii) the Asian financial crisis of 1997; (iii) the World Trade Center terrorist attack of 2001 and finally, (iv) the sub-prime crisis of 2007, in order to investigate how the fractional integrated parameter of the FIGARCH(1,d,1) model evolves over time. Our findings are twofold: (i) there is evidence of long memory in the conditional variance over the whole sample period; (ii) when we consider the sub-sample analysis, the results show mixed evidence. Thus, for the 1985-2003 period the long memory parameter is positive and statistically significant in the pre-crisis sub-samples, and there is no evidence of long memory in the crisis sub-sample periods; however the reverse pattern occurs for the 2005-2009 period. This highlights the unique characteristics of the 2007 sub-prime crisis. (C) 2015 Elsevier B.V. All rights reserved.
机译:本文使用1985-2009年期间的每日数据来检验黄金收益率波动中的长期记忆行为。我们将整个样本分为八个子样本,以分析我们在不同危机时期的结果的稳健性和一致性。这是我们的主要贡献。我们涵盖了四个主要的世界危机,即:(i)1987年美国股市崩盘; (ii)1997年的亚洲金融危机; (iii)2001年的世界贸易中心恐怖袭击,最后是(iv)2007年的次贷危机,目的是研究FIGARCH(1,d,1)模型的分数积分参数如何随时间演变。我们的发现有两个方面:(i)在整个样本期间,条件方差有很长的记忆力; (ii)当我们考虑子样本分析时,结果显示出混合的证据。因此,在1985-2003年期间,长危机参数在危机前子样本中为正,并且在统计上具有显着意义,并且没有证据表明在危机子样本时期中长记忆。但是,相反的模式发生在2005-2009年期间。这凸显了2007年次贷危机的独特特征。 (C)2015 Elsevier B.V.保留所有权利。

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