Stock Market Simulation: Heavy Tails through Normal Perturbation

被引:0
|
作者
Otto Thomasz, Esteban [1 ]
Teresa Casparri, Maria [2 ]
机构
[1] Univ Buenos Aires, Fac Econ Sci, RA-1120 Buenos Aires, DF, Argentina
[2] Cent Invest Metodos Cuantitativos, RA-1120 Buenos Aires, DF, Argentina
关键词
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The aim of this paper is to present a simple simulation model which can generate price paths with heavy tails returns. The model consists of two agents represented by two excess demand functions and a normal stochastic perturbation. Depending of the value of the parameters, the model can generate a wide range of simulations, from a pure stochastic with normal distribution to a heavy tail process. The main achievement is the simplicity of the functional form and the parameter setting as to change simulations. In that sense it can be used as a complement to Monte Carlo simulation.
引用
收藏
页码:108 / 114
页数:7
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