Title :
Multifractal analysis of realized range-based volatility in Shanghai Stock Exchange Composite Index
Author :
Zhanliang, Jia ; Handong, Li
Author_Institution :
Sch. of Manage., Beijing Normal Univ., Beijing, China
Abstract :
We investigate the multifractal character of the realized range-based volatility (RRV) in Shanghai Stock Exchange Composite Index. Through the partition function approach, we estimate the Renyi exponent and the singular spectrum, it has been found that the RRV series have significant multifractal properities. By introducing the shuffled and the surrogate series, we find that the long range temporal correlations and the fat-taile variations of volatility series are two sources of multifractality.
Keywords :
fractals; stock markets; Renyi exponent; Shanghai stock exchange composite index; multifractal analysis; partition function approach; realized range-based volatility; shuffled series; singular spectrum; surrogate series; temporal correlations; Econometrics; Fluctuations; Fractals; Mechanical factors; Microstructure; Performance analysis; Risk management; Sampling methods; Stock markets; Time series analysis; Multifractal; Partition Function Approach; Realized Range-based Volatility; Renyi Exponent; Singular Spectrum;
Conference_Titel :
Logistics Systems and Intelligent Management, 2010 International Conference on
Conference_Location :
Harbin
Print_ISBN :
978-1-4244-7331-1
DOI :
10.1109/ICLSIM.2010.5461102