Influence of the Investor’s Behavior on the Complexity of the Stock Market

被引:0
|
作者
A. P. F. Atman
Bruna Amin Gonçalves
机构
[1] Centro Federal de Educação Tecnológica de Minas Gerais,Departamento de Física e Matemática and Instituto Nacional de Ciência e Tecnologia—Sistemas Complexos
[2] CEFET-MG,Mestrado em Modelagem Matemática e Computacional
[3] Centro Federal de Educação Tecnológica de Minas Gerais,undefined
[4] CEFET-MG,undefined
来源
关键词
Behavioral finance; Efficient-market hypothesis; Cellular automaton; Hurst exponent;
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学科分类号
摘要
One of the pillars of the finance theory is the efficient-market hypothesis, which is used to analyze the stock market. However, in recent years, this hypothesis has been questioned by a number of studies showing evidence of unusual behaviors in the returns of financial assets (“anomalies”) caused by behavioral aspects of the economic agents. Therefore, it is time to initiate a debate about the efficient-market hypothesis and the “behavioral finances.” We here introduce a cellular automaton model to study the stock market complexity, considering different behaviors of the economical agents. From the analysis of the stationary standard of investment observed in the simulations and the Hurst exponents obtained for the term series of stock index, we draw conclusions concerning the complexity of the model compared to real markets. We also investigate which conditions of the investors are able to influence the efficient market hypothesis statements.
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页码:137 / 145
页数:8
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