دانلود مقاله ISI انگلیسی شماره 101179
ترجمه فارسی عنوان مقاله

مقایسه روش های آنتروپی انتقال برای سری زمانی مالی

عنوان انگلیسی
Comparison of transfer entropy methods for financial time series
کد مقاله سال انتشار تعداد صفحات مقاله انگلیسی
101179 2017 14 صفحه PDF
منبع

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

Journal : Physica A: Statistical Mechanics and its Applications, Volume 482, 15 September 2017, Pages 772-785

پیش نمایش مقاله
پیش نمایش مقاله  مقایسه روش های آنتروپی انتقال برای سری زمانی مالی

چکیده انگلیسی

There is a certain relationship between the global financial markets, which creates an interactive network of global finance. Transfer entropy, a measurement for information transfer, offered a good way to analyse the relationship. In this paper, we analysed the relationship between 9 stock indices from the U.S., Europe and China (from 1995 to 2015) by using transfer entropy (TE), effective transfer entropy (ETE), Rényi transfer entropy (RTE) and effective Rényi transfer entropy (ERTE). We compared the four methods in the sense of the effectiveness for identification of the relationship between stock markets. In this paper, two kinds of information flows are given. One reveals that the U.S. took the leading position when in terms of lagged-current cases, but when it comes to the same date, China is the most influential. And ERTE could provide superior results.