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
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