TY - JOUR
T1 - Index cohesive force analysis reveals that the US market became prone to systemic collapses since 2002
AU - Kenett, Dror Y.
AU - Shapira, Yoash
AU - Madi, Asaf
AU - Bransburg-Zabary, Sharron
AU - Gur-Gershgoren, Gitit
AU - Ben-Jacob, Eshel
PY - 2011
Y1 - 2011
N2 - Background: The 2007-2009 financial crisis, and its fallout, has strongly emphasized the need to define new ways and measures to study and assess the stock market dynamics. Methodology/Principal Findings: The S&P500 dynamics during 4/1999-4/2010 is investigated in terms of the index cohesive force (ICF - the balance between the stock correlations and the partial correlations after subtraction of the index contribution), and the Eigenvalue entropy of the stock correlation matrices. We found a rapid market transition at the end of 2001 from a flexible state of low ICF into a stiff (nonflexible) state of high ICF that is prone to market systemic collapses. The stiff state is also marked by strong effect of the market index on the stock-stock correlations as well as bursts of high stock correlations reminiscence of epileptic brain activity. Conclusions/Significance: The market dynamical states, stability and transition between economic states was studies using new quantitative measures. Doing so shed new light on the origin and nature of the current crisis. The new approach is likely to be applicable to other classes of complex systems from gene networks to the human brain.
AB - Background: The 2007-2009 financial crisis, and its fallout, has strongly emphasized the need to define new ways and measures to study and assess the stock market dynamics. Methodology/Principal Findings: The S&P500 dynamics during 4/1999-4/2010 is investigated in terms of the index cohesive force (ICF - the balance between the stock correlations and the partial correlations after subtraction of the index contribution), and the Eigenvalue entropy of the stock correlation matrices. We found a rapid market transition at the end of 2001 from a flexible state of low ICF into a stiff (nonflexible) state of high ICF that is prone to market systemic collapses. The stiff state is also marked by strong effect of the market index on the stock-stock correlations as well as bursts of high stock correlations reminiscence of epileptic brain activity. Conclusions/Significance: The market dynamical states, stability and transition between economic states was studies using new quantitative measures. Doing so shed new light on the origin and nature of the current crisis. The new approach is likely to be applicable to other classes of complex systems from gene networks to the human brain.
UR - http://www.scopus.com/inward/record.url?scp=79955698096&partnerID=8YFLogxK
U2 - 10.1371/journal.pone.0019378
DO - 10.1371/journal.pone.0019378
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AN - SCOPUS:79955698096
SN - 1932-6203
VL - 6
JO - PLoS ONE
JF - PLoS ONE
IS - 4
M1 - e19378
ER -