دانلود مقاله ISI انگلیسی شماره 101299
ترجمه فارسی عنوان مقاله

همبستگی تحلیل نوسانات بازار سهام آسیا را کاهش داد

عنوان انگلیسی
Coupling detrended fluctuation analysis of Asian stock markets
کد مقاله سال انتشار تعداد صفحات مقاله انگلیسی
101299 2017 25 صفحه PDF
منبع

Publisher : Elsevier - Science Direct (الزویر - ساینس دایرکت)

Journal : Physica A: Statistical Mechanics and its Applications, Volume 471, 1 April 2017, Pages 337-350

پیش نمایش مقاله
پیش نمایش مقاله  همبستگی تحلیل نوسانات بازار سهام آسیا را کاهش داد

چکیده انگلیسی

This paper uses the coupling detrended fluctuation analysis (CDFA) method to investigate the multifractal characteristics of four Asian stock markets using three stock indices: stock price returns, trading volumes and the composite index. The results show that coupled correlations exist among the four stock markets and the coupled correlations have multifractal characteristics. We then use the chi square (χ2) test to identify the sources of multifractality. For the different stock indices, the contributions of a single series to multifractality are different. In other words, the contributions of each country to coupled correlations are different. The comparative analysis shows that the research on the combine effect of stock price returns and trading volumes may be more comprehensive than on an individual index. By comparing the strength of multifractality for original data with the residual errors of the vector autoregression (VAR) model, we find that the VAR model could not be used to describe the dynamics of the coupled correlations among four financial time series.