The study of Thai stock market across the 2008 financial crisis

被引:17
|
作者
Kanjamapornkul, K. [1 ]
Pincak, Richard [2 ,3 ]
Bartos, Erik [4 ]
机构
[1] Chulalongkorn Univ, Fac Engn, Dept Comp Engn, Bangkok 10330, Thailand
[2] Slovak Acad Sci, Inst Expt Phys, Watsonova 47, Kosice 04353, Slovakia
[3] Joint Inst Nucl Res, Bogoliubov Lab Theoret Phys, Dubna 141980, Moscow Region, Russia
[4] Slovak Acad Sci, Inst Phys, Dubravska Cesta 9, Bratislava 84511, Slovakia
关键词
Cohomology group; Empirical mode decomposition; General equilibrium; Time series; Tensor network; CROSS-CORRELATION; INVARIANTS; RETURNS; STATES; MODEL;
D O I
10.1016/j.physa.2016.06.078
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
The cohomology theory for financial market can allow us to deform Kolmogorov space of time series data over time period with the explicit definition of eight market states in grand unified theory. The anti-de Sitter space induced from a coupling behavior field among traders in case of a financial market crash acts like gravitational field in financial market spacetime. Under this hybrid mathematical superstructure, we redefine a behavior matrix by using Pauli matrix and modified Wilson loop for time series data. We use it to detect the 2008 financial market crash by using a degree of cohomology group of sphere over tensor field in correlation matrix over all possible dominated stocks underlying Thai SET50 Index Futures. The empirical analysis of financial tensor network was performed with the help of empirical mode decomposition and intrinsic time scale decomposition of correlation matrix and the calculation of closeness centrality of planar graph. (C) 2016 Elsevier B.V. All rights reserved.
引用
收藏
页码:117 / 133
页数:17
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