Scaling, self-similarity and multifractality in FX markets

被引:67
|
作者
Xu, ZX
Gençay, R
机构
[1] Univ Toronto, Dept Econ, Toronto, ON M5S 3G7, Canada
[2] Univ Windsor, Dept Econ, Windsor, ON N9B 3P4, Canada
[3] HEC Geneve, CH-1211 Geneva 4, Switzerland
关键词
scaling; self-similarity; multifractality; high-frequency data; foreign exchange markets;
D O I
10.1016/S0378-4371(03)00030-X
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
This paper presents an empirical investigation of scaling and multifractal properties of US Dollar-Deutschemark (USD-DEM) returns. The data set is ten years of 5-min returns. The cumulative return distributions of positive and negative tails at different time intervals are linear in the double logarithmic space. This presents strong evidence that the USD-DEM returns exhibit power-law scaling in the tails. To test the multifractal properties of USD-DEM returns, the mean moment of the absolute returns as a function of time intervals is plotted for different powers of absolute returns. These moments show different slopes for these powers of absolute returns. The nonlinearity of the scaling exponent indicates that the returns are multifractal. (C) 2003 Elsevier Science B.V. All rights reserved.
引用
收藏
页码:578 / 590
页数:13
相关论文
共 50 条
  • [31] CLASSICAL ATOM DIATOM SCATTERING - SELF-SIMILARITY, SCALING LAWS, AND RENORMALIZATION
    TIYAPAN, A
    JAFFE, C
    JOURNAL OF CHEMICAL PHYSICS, 1993, 99 (04): : 2765 - 2780
  • [32] Continuum approach to self-similarity and scaling in morphological relaxation of a crystal with a facet
    Margetis, D
    Aziz, MJ
    Stone, HA
    PHYSICAL REVIEW B, 2005, 71 (16):
  • [33] SCALING FUNCTIONS, SELF-SIMILARITY, AND THE MORPHOLOGY OF PHASE-SEPARATING SYSTEMS
    FRATZL, P
    LEBOWITZ, JL
    PENROSE, O
    AMAR, J
    PHYSICAL REVIEW B, 1991, 44 (10): : 4794 - 4811
  • [34] Self-similarity and scaling behavior of scale-free gravitational clustering
    Colombi, S
    Bouchet, FR
    Hernquist, L
    ASTROPHYSICAL JOURNAL, 1996, 465 (01): : 14 - 33
  • [35] Scaling and self-similarity in Pb1-xFexS nanoparticle films
    V. Banerjee
    The European Physical Journal B, 2007, 60 : 493 - 498
  • [36] Scaling and self-similarity in Pb1-xFexS nanoparticle films
    Banerjee, V.
    EUROPEAN PHYSICAL JOURNAL B, 2007, 60 (04): : 493 - 498
  • [37] Generalized self-similarity
    Cabrelli, CA
    Molter, UM
    JOURNAL OF MATHEMATICAL ANALYSIS AND APPLICATIONS, 1999, 230 (01) : 251 - 260
  • [38] IN DARKEST SELF-SIMILARITY
    KENNER, H
    BYTE, 1990, 15 (06): : 382 - 383
  • [39] SELF-SIMILARITY IN ELECTROHYDRODYNAMICS
    CHITANVIS, SM
    PHYSICA A, 1986, 137 (1-2): : 271 - 281
  • [40] SELF-SIMILARITY INPAINTING
    Ardis, Paul A.
    Brown, Christopher M.
    2009 16TH IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, VOLS 1-6, 2009, : 2789 - 2792