کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
975784 1480176 2014 22 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
A statistical measure of financial crises magnitude
ترجمه فارسی عنوان
یک اندازه آماری از بحران های مالی
موضوعات مرتبط
مهندسی و علوم پایه ریاضیات فیزیک ریاضی
چکیده انگلیسی


• We propose a new statistical measure of financial crises magnitude.
• The crash magnitude is computed by analogy with the earthquakes Richter scale.
• For the US market, we establish the magnitude and the hierarchy of financial crises.
• Statistical pattern of a financial crisis is described by Pareto and Wakeby distributions.
• We obtain a financial Gutenberg–Richter relation.

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.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Physica A: Statistical Mechanics and its Applications - Volume 397, 1 March 2014, Pages 54–75
نویسندگان
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