Title :
Effect of return intervals on singular spectrum of financial time series
Author :
Zhang, Hong ; Wang, Nianpeng ; Dong, Keqiang
Author_Institution :
Coll. of Sci., Hebei Univ. of Eng., Handan, China
Abstract :
Many natural records exhibit multifractality characterized by the width and maximum of the singular spectrum. This paper study, how the return intervals of the Hang Seng Index affects the characteristic of the spectral function. We find that the multifractality of the financial time series is similar to the property of the return intervals obtained by small threshold q. Although the multifractality can be found in the financial time series and return interval series obtained by different threshold q, we can´t ignore that the characteristic of the return intervals with moderate threshold q become stronger.
Keywords :
finance; time series; Hang Seng Index; financial time series; return intervals; singular spectrum; Automation; Earthquakes; Educational institutions; Fractals; Hurricanes; Mechatronics; Statistics; Stock markets; Temperature distribution; Time series analysis; financial time series; multifractal; partition function; return intervals; singular spectrum;
Conference_Titel :
Industrial Mechatronics and Automation, 2009. ICIMA 2009. International Conference on
Conference_Location :
Chengdu
Print_ISBN :
978-1-4244-3817-4
DOI :
10.1109/ICIMA.2009.5156621