Effects of time dependency and efficiency on information flow in financial markets

被引:8
|
作者
Eom, Cheoljun [1 ]
Jung, Woo-Sung [2 ,3 ]
Choi, Sunghoon [1 ]
Oh, Gabjin [4 ]
Kim, Seunghwan [5 ,6 ]
机构
[1] Pusan Natl Univ, Dept Business Adm, Pusan 609735, South Korea
[2] Boston Univ, Ctr Polymer Studies, Boston, MA 02215 USA
[3] Boston Univ, Dept Phys, Boston, MA 02215 USA
[4] Pohang Univ Sci & Technol, Pohang Math Inst, Pohang 790784, South Korea
[5] Pohang Univ Sci & Technol, Dept Phys, Pohang 790784, South Korea
[6] Asia Pacific Ctr Theoret Phys, Pohang 790784, South Korea
关键词
econophysics; information flow; time dependency; efficiency; approximate entropy;
D O I
10.1016/j.physa.2008.05.054
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
We investigated financial market data to determine which factors affect information flow between stocks. Two factors, the time dependency and the degree of efficiency, were considered in the analysis of Korean, the Japanese, the Taiwanese, the Canadian, and US market data. We found that the frequency of the significant information decreases as the time interval increases. However, no significant information flow was observed in the time series from which the temporal time correlation was removed. These results indicated that the information flow between stocks evidences time-dependency properties. Furthermore, we discovered that the difference in the degree of efficiency performs a crucial function in determining the direction of the significant information flow. (C) 2008 Elsevier B.V. All rights reserved.
引用
收藏
页码:5219 / 5224
页数:6
相关论文
共 50 条
  • [1] INFORMATION FLOW DEPENDENCE IN FINANCIAL MARKETS
    Michaelsen, Markus
    [J]. INTERNATIONAL JOURNAL OF THEORETICAL AND APPLIED FINANCE, 2020, 23 (05)
  • [2] Jumps and Information Flow in Financial Markets
    Lee, Suzanne S.
    [J]. REVIEW OF FINANCIAL STUDIES, 2012, 25 (02): : 439 - 479
  • [3] Information efficiency in financial and betting markets.
    Fridson, Martin S.
    [J]. FINANCIAL ANALYSTS JOURNAL, 2006, 62 (06) : 100 - 101
  • [4] The time cost of information in financial markets
    Kendall, Chad
    [J]. JOURNAL OF ECONOMIC THEORY, 2018, 176 : 118 - 157
  • [6] Information in Financial Markets and Its Real Effects*
    Goldstein, Itay
    [J]. REVIEW OF FINANCE, 2023, 27 (01) : 1 - 32
  • [7] EFFECTS OF THE INFORMATION DISCREPANCIES ON THE FINANCIAL MARKETS IN ROMANIA
    Deaconu, Alecxandrina
    Bichir, Valentin
    [J]. METALURGIA INTERNATIONAL, 2012, 17 (08): : 90 - 95
  • [8] The Multiplex Dependency Structure of Financial Markets
    Musmeci, Nicolo
    Nicosia, Vincenzo
    Aste, Tomaso
    Di Matteo, Tiziana
    Latora, Vito
    [J]. COMPLEXITY, 2017,
  • [9] Information efficiency analysis of financial markets using approximate entropy
    Chai, Shanglei
    Du, Mo
    [J]. ICIC Express Letters, 2015, 9 (01): : 189 - 193
  • [10] EFFICIENCY OF FINANCIAL MARKETS
    Kapor, Predrag
    [J]. CASOPIS ZA EKONOMIJU I TRZISNE KOMUNIKACIJE, 2016, 6 (01): : 66 - 80