Title :
The multifractal structure analysis in China stock market
Author :
Ruan, Jian ; Pang, Su-Lin ; Luo, Wei-qi
Author_Institution :
Coll. of Inf. Sci. & Technol., Jinan Univ., Guangzhou, China
Abstract :
The chief aim of the present work is to investigate the features of multifractal structure of stock price index. It applies the multifractal detrended fluctuation analysis (MF-DFA) model to analyze the returns of both ShangHai synthesis stock price index (SHSSPI) and ShengZhen composite stock price index (SZCSPI). By calculating the generalized Hurst exponent h(q) and its function τ(q), the result shows that correlation of the generalized Hurst exponent h(q) and nonlinear behaviour of function τ(q) of SZCSPI are both more obvious than that of SHSSPI. From those experiments one can conclude that both SHSSPI and SZCSPI have multifractal characteristics. And the multifractal characteristics of SZCSPI are more obviously than that of SHSSPI.
Keywords :
economic indicators; pricing; stock markets; China stock market; ShangHai synthesis stock price; ShengZhen composite stock price; generalized Hurst exponent; multifractal detrended fluctuation analysis; multifractal structure analysis; stock price index; Educational institutions; Fluctuations; Fractals; Gaussian distribution; Information science; Rivers; Stock markets; Tail; Temperature; Water; Generalized Hurst exponent; MF-DFA; Multifractal; Stock market;
Conference_Titel :
Machine Learning and Cybernetics, 2005. Proceedings of 2005 International Conference on
Conference_Location :
Guangzhou, China
Print_ISBN :
0-7803-9091-1
DOI :
10.1109/ICMLC.2005.1527467