长期记忆在泛欧交易所股票指数回报:一个经济物理学的方法

Luís Gomes, V. Soares, S. Gama, J. Matos
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引用次数: 2

摘要

本文的目的是评估泛欧平台泛欧交易所(CAC-40, AEX, BEL-20和PSI-20)股票指数回报的长期记忆。我们在许多数据中发现了时间依赖的证据,表明该系列可能最好地被描述为分数布朗运动。采用修正的重标距分析和去趋势波动分析来衡量长记忆的程度。全球赫斯特指数表明,荷兰、比利时和葡萄牙市场存在持久的长期记忆。在法国市场,长记忆的证据是不一致和薄弱的。分形结构表明不符合有效市场假说,并可能损害资产定价模型的可靠性。此外,随时间变化的赫斯特指数显示,这些市场的持续性减弱,尤其是在2000年、2002年和2010年的国际危机之后。对这些变化的一个可能解释是,随着时间的推移,市场可能已经成熟,在这些严重事件之后变得更有效率。
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Long-Term Memory in Euronext Stock Indexes Returns: an Econophysics Approach
The purpose of paper is to assess the long-term memory of stock index returns in the pan-European platform Euronext (CAC-40, AEX, BEL-20 and PSI-20). We find evidence of time dependency in much of the data, suggesting that the series may best be described as fractional Brownian motion. Modified Rescaled-Range Analysis and Detrended Fluctuation Analysis were used to measure the degree of long memory. The global Hurst exponents evidence persistent long memory in the Dutch, Belgian and Portuguese markets. In the French market, evidence of long memory is inconsistent and weak. Fractal structure suggests non-conformity with the Efficient Market Hypothesis, and may compromise the reliability of asset pricing models. Furthermore, time-dependent Hurst exponents show evidence of weakening persistence in these markets, particularly after the international crises of 2000, 2002 and 2010. A possible explanation for those changes is that the markets may have matured over time, becoming more efficient after these severe events.
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期刊介绍: The Business and Economic Horizons (BEH) is an international peer-reviewed journal that publishes high quality theoretical, empirical, and review papers covering the broad spectrum of research in areas of economics, business, management, and finance. The journal aim is to bridge the gap between the theory and the observed data in these constantly developing domains. BEH Editorial Board welcomes the high-quality original research articles and review papers that verify the well-grounded and the emerging theories by employing the econometric, statistical methods or other relevant empirical methods in theoretical and applied economic analysis. BEH does not discriminate articles utilizing the non-mainstream approaches such as experimental research, institutional analysis, other variations of heterodox and developmental economic studies. Therefore, the submissions in any field of micro- and macroeconomics, business ethics, economic policy or finance are appropriate for this journal. We hope, the provided contributions will help to understand the contemporary challenges faced by the private and public sector and will establish an international forum of empirical research.
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