A statistical measure of financial crises magnitude

被引:4
作者
Negrea, Bogdan [1 ]
机构
[1] Bucharest Univ Econ Studies, Money & Banking Dept, Bucharest 010961, Romania
关键词
Econophysics; Volatility; Trading volume; Financial crises; Crash magnitude; STOCK-MARKET CRASHES; EXTREME-VALUE THEORY; VALUE-AT-RISK; DYNAMICS; DISTRIBUTIONS; FLUCTUATIONS; AFTERSHOCKS; VOLATILITY; PHYSICS; SHOCKS;
D O I
10.1016/j.physa.2013.11.030
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
This paper postulates the concept of financial market energy and provides a statistical measure of the financial market crisis magnitude based on an analogy between earthquakes and market crises. The financial energy released by the market is expressed in terms of trading volume and stock market index returns. A financial "earthquake" occurs if the financial energy released by the market exceeds the estimated threshold of market energy called critical energy. Similar to the Richter scale which is used in seismology in order to measure the magnitude of an earthquake, we propose a financial Gutenberg-Richter relation in order to capture the crisis magnitude and we show that the statistical pattern of the financial market crash is given by two statistical regimes, namely Pareto and Wakeby distributions. (C) 2013 Elsevier B.V. All rights reserved.
引用
收藏
页码:54 / 75
页数:22
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