Long-term memories of developed and emerging markets: Using the scaling analysis to characterize their stage of development

被引:310
作者
Di Matteo, T
Aste, T
Dacorogna, MM [1 ]
机构
[1] Converium Ltd, CH-8022 Zurich, Switzerland
[2] Australian Natl Univ, Res Sch Phys Sci, Dept Appl Math, Canberra, ACT 0200, Australia
[3] Univ Salerno, INFM, Dipartimento Fis ER Caianiello, I-84081 Baronissi, SA, Italy
关键词
scaling exponents; time series analysis; multi-fractals;
D O I
10.1016/j.jbankfin.2004.08.004
中图分类号
F8 [财政、金融];
学科分类号
0202 ;
摘要
The scaling properties encompass in a simple analysis many of the volatility characteristics of financial markets. That is why we use them to probe the different degree of markets development. We empirically study the scaling properties of daily Foreign Exchange rates, Stock Market indices and fixed income instruments by using the generalized Hurst approach. We show that the scaling exponents are associated with characteristics of the specific markets and can be used to differentiate markets in their stage of development. The robustness of the results is tested by both Monte Carlo studies and a computation of the scaling in the frequency domain. (C) 2004 Elsevier B.V. All rights reserved.
引用
收藏
页码:827 / 851
页数:25
相关论文
共 43 条
[1]   HETEROSKEDASTICITY AND AUTOCORRELATION CONSISTENT COVARIANCE-MATRIX ESTIMATION [J].
ANDREWS, DWK .
ECONOMETRICA, 1991, 59 (03) :817-858
[2]  
[Anonymous], 1244 YAL U COWL FDN
[3]  
[Anonymous], QUANTITATIVE FINANCE
[4]   Statistical physics in foreign exchange currency and stock markets [J].
Ausloos, M .
PHYSICA A, 2000, 285 (1-2) :48-65
[5]  
BALLOCCHI G, 1999, DERIVATIVES Q, V6, P28
[6]   MULTIFRACTALITY OF SELF-AFFINE FRACTALS [J].
BARABASI, AL ;
VICSEK, T .
PHYSICAL REVIEW A, 1991, 44 (04) :2730-2733
[7]  
Beran J., 1994, STAT LONG MEMORY PRO
[8]  
Bouchaud JP, 2000, EUR PHYS J B, V13, P595
[9]  
Brock WA., 1999, IND CORP CHANGE, V8, P409, DOI DOI 10.1093/ICC/8.3.409
[10]  
CORSI F, 2001, EC NOTES, V30, P183, DOI DOI 10.1111/J.0391-5026.2001.00053.X