The fractal research on several large stock market in China and western country

The R/S method of the fractal theory was used in analysis the most influential stock markets in China ( Shanghai Composite Index-SSEC, the Shenzhen Composite Index-SZCI and Hang Seng Index-HSI in HongKong) and the most impact foreign stock markets ( the Dow Jones, the Nasdaq and the S&P 500) in rece...

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Main Authors: QU Bo, OU Rongjun, HE Hui, WANG Xiang, YAN Mengling
Format: Article
Language:English
Published: Academic Journals Center of Shanghai Normal University 2012-10-01
Series:Journal of Shanghai Normal University (Natural Sciences)
Subjects:
Online Access:http://qktg.shnu.edu.cn/zrb/shsfqkszrb/ch/reader/create_pdf.aspx?file_no=201205003&year_id=2012&quarter_id=5&falg=1
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spelling doaj-359f80e18e8e44878004ddb28224da7f2020-11-25T01:15:09ZengAcademic Journals Center of Shanghai Normal UniversityJournal of Shanghai Normal University (Natural Sciences)1000-51371000-51372012-10-01415454465201205003The fractal research on several large stock market in China and western countryQU Bo0OU Rongjun1HE Hui2WANG Xiang3YAN Mengling4School of Science,Nantong UniversitySchool of Science,Nantong UniversitySchool of Science,Nantong UniversitySchool of Science,Nantong UniversitySchool of Science,Nantong UniversityThe R/S method of the fractal theory was used in analysis the most influential stock markets in China ( Shanghai Composite Index-SSEC, the Shenzhen Composite Index-SZCI and Hang Seng Index-HSI in HongKong) and the most impact foreign stock markets ( the Dow Jones, the Nasdaq and the S&P 500) in recent 10 years ( 2002-2011) stock index to study their differences. The Hurst exponent for the logarithmic rate of monthly return for Chinese stock markets were around 0.74,while the Hurst exponent for the western were around 0.77. The average cycle for Chinese stock markets were around 600 days,while westerns were around 1150 days. The price of the Dow Jones index had a greater influence on the price of SSEC than other markets, and HSI had a greater influence on SSCI than SSEC. Chinese and foreign markets had higher kurtosis than normal distribution, and during the first one or two cycle, the price data presented a right-skewed,peak and fat-tailed distribution characteristics. The data presented a left-skewed,peak and fat-tailed distribution afterwards. At the same time, the foreign data is much closer to normal distribution. This research is a good guidance for stock researcher understanding and studying the foreign stock markets.http://qktg.shnu.edu.cn/zrb/shsfqkszrb/ch/reader/create_pdf.aspx?file_no=201205003&year_id=2012&quarter_id=5&falg=1efficient market theoryhurst exponent; R/S analysisvolatility and correlationnormality test
collection DOAJ
language English
format Article
sources DOAJ
author QU Bo
OU Rongjun
HE Hui
WANG Xiang
YAN Mengling
spellingShingle QU Bo
OU Rongjun
HE Hui
WANG Xiang
YAN Mengling
The fractal research on several large stock market in China and western country
Journal of Shanghai Normal University (Natural Sciences)
efficient market theory
hurst exponent; R/S analysis
volatility and correlation
normality test
author_facet QU Bo
OU Rongjun
HE Hui
WANG Xiang
YAN Mengling
author_sort QU Bo
title The fractal research on several large stock market in China and western country
title_short The fractal research on several large stock market in China and western country
title_full The fractal research on several large stock market in China and western country
title_fullStr The fractal research on several large stock market in China and western country
title_full_unstemmed The fractal research on several large stock market in China and western country
title_sort fractal research on several large stock market in china and western country
publisher Academic Journals Center of Shanghai Normal University
series Journal of Shanghai Normal University (Natural Sciences)
issn 1000-5137
1000-5137
publishDate 2012-10-01
description The R/S method of the fractal theory was used in analysis the most influential stock markets in China ( Shanghai Composite Index-SSEC, the Shenzhen Composite Index-SZCI and Hang Seng Index-HSI in HongKong) and the most impact foreign stock markets ( the Dow Jones, the Nasdaq and the S&P 500) in recent 10 years ( 2002-2011) stock index to study their differences. The Hurst exponent for the logarithmic rate of monthly return for Chinese stock markets were around 0.74,while the Hurst exponent for the western were around 0.77. The average cycle for Chinese stock markets were around 600 days,while westerns were around 1150 days. The price of the Dow Jones index had a greater influence on the price of SSEC than other markets, and HSI had a greater influence on SSCI than SSEC. Chinese and foreign markets had higher kurtosis than normal distribution, and during the first one or two cycle, the price data presented a right-skewed,peak and fat-tailed distribution characteristics. The data presented a left-skewed,peak and fat-tailed distribution afterwards. At the same time, the foreign data is much closer to normal distribution. This research is a good guidance for stock researcher understanding and studying the foreign stock markets.
topic efficient market theory
hurst exponent; R/S analysis
volatility and correlation
normality test
url http://qktg.shnu.edu.cn/zrb/shsfqkszrb/ch/reader/create_pdf.aspx?file_no=201205003&year_id=2012&quarter_id=5&falg=1
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