Waiting-times and returns in high-frequency financial data: an empirical study

被引:392
作者
Raberto, M
Scalas, E
Mainardi, F
机构
[1] Univ Bologna, Dipartimento Fis, I-40126 Bologna, Italy
[2] Ist Nazl Fis Nucl, Sez Bologna, I-40126 Bologna, Italy
[3] Univ Genoa, DIBE, I-16145 Genoa, Italy
[4] Univ Piemonte Orientale, Dipartimento Sci & Tecnol Avanzate, I-15100 Alessandria, Italy
关键词
stochastic processes; continuous-time random walk; statistical finance; econophysics; autocorrelation function;
D O I
10.1016/S0378-4371(02)01048-8
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
In financial markets, not only prices and returns can be considered as random variables, but also the waiting time between two transactions varies randomly. In the following, we analyse the statistical properties of General Electric stock prices, traded at NYSE, in October 1999: These properties are critically revised in the framework of theoretical predictions based on a continuous-time random walk model. (C) 2002 Elsevier Science B.V. All rights reserved.
引用
收藏
页码:749 / 755
页数:7
相关论文
共 15 条
  • [1] [Anonymous], HIGHER TRANSCENDENTA
  • [2] BERRY DA, 1990, STAT THORY METHODS
  • [3] CONT R, 1999, S MATH FIN FUD U SHA
  • [4] Dacorogna M.M., 2001, INTRO HIGH FREQUENCY
  • [5] Scaling and correlation in financial time series
    Gopikrishnan, P
    Plerou, V
    Liu, Y
    Amaral, LAN
    Gabaix, X
    Stanley, HE
    [J]. PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2000, 287 (3-4) : 362 - 373
  • [6] Gorenflo R., 1997, Fractional Calculus: Integral and Differential Equations of Fractional Order, DOI DOI 10.1007/978-3-7091-2664-6_5
  • [7] Gorenflo R., 2001, Mathematical finance, P171
  • [8] FRACTIONAL MASTER-EQUATIONS AND FRACTAL TIME RANDOM-WALKS
    HILFER, R
    ANTON, L
    [J]. PHYSICAL REVIEW E, 1995, 51 (02) : R848 - R851
  • [9] Le Fol G, 1998, J COMPUT INTELL FINA, V6, P19
  • [10] Fractional calculus and continuous-time finance II: the waiting-time distribution
    Mainardi, F
    Raberto, M
    Gorenflo, R
    Scalas, E
    [J]. PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2000, 287 (3-4) : 468 - 481