THE OPINION GAME: STOCK PRICE EVOLUTION FROM MICROSCOPIC MARKET MODELING

被引:8
作者
Bovier, Anton [1 ,2 ]
Cerny, Jiri [1 ]
Hryniv, Ostap [3 ]
机构
[1] Weierstrass Inst Angew Anal & Stochast, Mohrenstr 39, D-10117 Berlin, Germany
[2] Tech Univ Berlin, Inst Math, D-10623 Berlin, Germany
[3] Univ Durham, Dept Math Sci, Durham DH1 3LE, England
关键词
Stock prices; financial markets; statistical mechanics; stochastic dynamics;
D O I
10.1142/S0219024906003421
中图分类号
F8 [财政、金融];
学科分类号
0202 ;
摘要
We propose a class of Markovian agent based models for the time evolution of a share price in an interactive market. The models rely on a microscopic description of a market of buyers and sellers who change their opinion about the stock value in a stochastic way. The actual price is determined in realistic way by matching (clearing) offers until no further transactions can be performed. Some analytic results for simple special cases are presented. We also propose basic interaction mechanisms and show in simulations that these already reproduce certain particular features of prices in real stock markets.
引用
收藏
页码:91 / 111
页数:21
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