DocumentCode :
2853425
Title :
A Multiresolution Wavelet Based Analysis of the Chinese Stock Market
Author :
Huang, Ling ; Wang, Changdong ; Qin, Song
Author_Institution :
Sch. of Econ. & Commerce, South China Univ. of Technol., Guangzhou, China
fYear :
2010
fDate :
13-15 Aug. 2010
Firstpage :
305
Lastpage :
309
Abstract :
This paper investigates the domestic impacts on the Chinese stock market using multiresolution wavelet. Three domestic impact factors are considered, which are inflation rate, M2 and lending rate, while Shanghai stock exchange composite index (SSECI) is selected to be representative of the Chinese stock market due to its significance. By decomposing the time series into four level cycles with different scales, the results reveal that among the three domestic factors, M2 has the strongest impact on SSECI at all scales, followed by inflation rate, while lending rate contributes almost no influence to the Shanghai stock exchange except at the largest scale of 16-32 month cycles.
Keywords :
inflation (monetary); stock markets; wavelet transforms; Chinese stock market; M2; Shanghai stock exchange composite index; inflation rate; lending rate; multiresolution wavelet; Approximation methods; Indexes; Signal resolution; Stock markets; Time series analysis; Wavelet analysis; Chinese stock market; M2; inflation rate; lending rate; wavelet;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Business Intelligence and Financial Engineering (BIFE), 2010 Third International Conference on
Conference_Location :
Hong Kong
Print_ISBN :
978-1-4244-7575-9
Type :
conf
DOI :
10.1109/BIFE.2010.78
Filename :
5621835
Link To Document :
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