Information quantities in financial markets

被引:0
|
作者
Matsuoka, T [1 ]
机构
[1] Sci Univ Tokyo, Fac Management Adm & Informat, Nagano 3910292, Japan
关键词
Geometrical Brownian motion; C-entropy of a state; fractal dimensions of a state; time serial correlation in a price process; hierarchy structure of time serial correlations;
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
We propose a new method to characterize real stock price movements and its application to the portfolio selection problem. It is shown that the difference between a real price process and an ideal random walk, like a Brownian motion, can be detected by using information quantities. This fact infers that there exists a time serial correlation in real stock price movements on financial markets. For example the Bubble Break point in the Japanese market in 1990 is characterized by our method. Classifications for several stocks are done through the similarities of their serial correlations and we apply our classifications to the portfolio selection problem.
引用
收藏
页码:495 / 499
页数:5
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