Probability distribution function and multiscaling properties in the Korean stock market

被引:33
作者
Lee, Kyoung Eun [1 ]
Lee, Jae Woo [1 ]
机构
[1] Inha Univ, Dept Phys, Inchon 402751, South Korea
关键词
econophysics; probability density function; multifractality; detrended fluctuation analysis; stock market;
D O I
10.1016/j.physa.2007.04.112
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
We consider the probability distribution function (pdf) and the multiscaling properties of the index and the traded volume in the Korean stock market. We observed the power law of the pdf at the fat tail region for the return, volatility, the traded volume, and changes of the traded volume. We also investigate the multifractality in the Korean stock market. We consider the multifractality by the detrended fluctuation analysis (MFDFA). We observed the multiscaling behaviors for index. return, traded volume, and the changes of the traded volume. We apply MFDFA method for the randomly shuffled time series to observe the effects of the autocorrelations. The multifractality is strongly originated from the long time correlations of the time series. (c), 2007 Elsevier B.V. All rights reserved.
引用
收藏
页码:65 / 70
页数:6
相关论文
共 45 条
[1]   Multifractal Hurst analysis of crude oil prices [J].
Alvarez-Ramirez, J ;
Cisneros, M ;
Ibarra-Valdez, C ;
Soriano, A .
PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2002, 313 (3-4) :651-670
[2]   Multifractal nature of stock exchange prices [J].
Ausloos, M ;
Ivanova, K .
COMPUTER PHYSICS COMMUNICATIONS, 2002, 147 (1-2) :582-585
[3]   Zipf distribution of US firm sizes [J].
Axtell, RL .
SCIENCE, 2001, 293 (5536) :1818-1820
[4]   Markov processes, Hurst exponents, and nonlinear diffusion equations: With application to finance [J].
Bassler, Kevin E. ;
Gunaratne, Gemunu H. ;
McCauley, Joseph L. .
PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2006, 369 (02) :343-353
[5]   Self-averaging phenomenon and multiscaling in Hong Kong stock market [J].
Bershadskii, A .
PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2003, 317 (3-4) :591-596
[6]   Multifractal diffusion in NASDAQ [J].
Bershadskii, A .
JOURNAL OF PHYSICS A-MATHEMATICAL AND GENERAL, 2001, 34 (10) :L127-L130
[7]   Topology of correlation-based minimal spanning trees in real and model markets [J].
Bonanno, G ;
Caldarelli, G ;
Lillo, F ;
Mantegna, RN .
PHYSICAL REVIEW E, 2003, 68 (04)
[8]  
Bouchaud J.-P., 2000, Theory of Financial Risks: From Statistical Physics to Risk Management
[9]  
BOUCHAUD JP, 1994, J PHYS I, V4, P863
[10]  
Dragulescu A, 2001, PHYSICA A, V299, P213, DOI 10.1016/S0378-4371(01)00298-9