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
来源
IKE'03: PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON INFORMATION AND KNOWLEDGE ENGINEERING, VOLS 1 AND 2 | 2003年
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
相关论文
共 50 条
  • [1] Information acquisition in financial markets
    Barlevy, G
    Veronesi, P
    REVIEW OF ECONOMIC STUDIES, 2000, 67 (01): : 79 - 90
  • [2] Credit markets and financial information
    Stephen Lok
    Scott Richardson
    Review of Accounting Studies, 2011, 16 : 487 - 500
  • [3] Information sharing in financial markets
    Goldstein, Itay
    Xiong, Yan
    Yang, Liyan
    JOURNAL OF FINANCIAL ECONOMICS, 2025, 163
  • [4] Information and volatility in financial markets
    Alonso, Aldo H.
    Legato, Ana M.
    Valetutto, Mariano
    Informacion Tecnologica, 2006, 17 (05):
  • [5] On "Acquisition of Information in Financial Markets"
    Chamley, Christophe
    REVIEW OF ECONOMIC STUDIES, 2008, 75 (04): : 1081 - 1084
  • [6] Information provision in financial markets
    Bennouri M.
    Clark C.R.
    Robert J.
    Annals of Finance, 2010, 6 (2) : 255 - 286
  • [7] Information dynamics in financial markets
    de Fontnouvelle, P
    MACROECONOMIC DYNAMICS, 2000, 4 (02) : 139 - 169
  • [8] Information Disclosure in Financial Markets
    Goldstein, Itay
    Yang, Liyan
    ANNUAL REVIEW OF FINANCIAL ECONOMICS, VOL 9, 2017, 9 : 101 - 125
  • [9] Credit markets and financial information
    Lok, Stephen
    Richardson, Scott
    REVIEW OF ACCOUNTING STUDIES, 2011, 16 (03) : 487 - 500
  • [10] The use of topological quantities to detect hierarchical properties in financial markets: the Financial sector in NYSE
    Pozzi, F.
    Aste, T.
    Shaw, W.
    Di Matteo, T.
    MICBE '09: PROCEEDINGS OF THE 10TH WSEAS INTERNATIONAL CONFERENCE ON MATHEMATICS AND COMPUTERS IN BUSINESS AND ECONOMICS, 2009, : 301 - +