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分形市场假说与全球金融危机:小波功率证据。

Fractal markets hypothesis and the global financial crisis: wavelet power evidence.

机构信息

1] Institute of Economic Studies, Faculty of Social Sciences, Charles University in Prague, Opletalova 26, 110 00, Prague, Czech Republic, EU [2] Institute of Information Theory and Automation, Academy of Sciences of the Czech Republic, Pod Vodarenskou vezi 4, 182 08, Prague, Czech Republic, EU.

出版信息

Sci Rep. 2013 Oct 4;3:2857. doi: 10.1038/srep02857.

DOI:10.1038/srep02857
PMID:24091386
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC3790199/
Abstract

We analyze whether the prediction of the fractal markets hypothesis about a dominance of specific investment horizons during turbulent times holds. To do so, we utilize the continuous wavelet transform analysis and obtained wavelet power spectra which give the crucial information about the variance distribution across scales and its evolution in time. We show that the most turbulent times of the Global Financial Crisis can be very well characterized by the dominance of short investment horizons which is in hand with the assertions of the fractal markets hypothesis.

摘要

我们分析了分形市场假说关于在动荡时期特定投资期限占主导地位的预测是否成立。为此,我们利用连续小波变换分析获得了小波功率谱,该谱提供了有关跨尺度方差分布及其随时间演变的关键信息。我们表明,全球金融危机最动荡的时期可以很好地用短期投资期限的主导来描述,这与分形市场假说的断言一致。

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Characterizing long-range correlations in DNA sequences from wavelet analysis.通过小波分析表征DNA序列中的长程相关性。
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Heliyon. 2023 Jan 30;9(2):e13319. doi: 10.1016/j.heliyon.2023.e13319. eCollection 2023 Feb.
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Comparing asymmetric price efficiency in regional ESG markets before and during COVID-19.比较新冠疫情之前和期间区域环境、社会和治理(ESG)市场的非对称价格效率。
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Testing the safe-haven properties of gold and bitcoin in the backdrop of COVID-19: A wavelet quantile correlation approach.在新冠疫情背景下测试黄金和比特币的避险属性:一种小波分位数相关方法。
Financ Res Lett. 2022 Jun;47:102707. doi: 10.1016/j.frl.2022.102707. Epub 2022 Jan 31.
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