کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
7381006 1480167 2014 8 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Hilbert-Huang Transform based multifractal analysis of China stock market
ترجمه فارسی عنوان
هیلبرت-هوانگ مبنی بر تجزیه و تحلیل چند فاکتورهای بازار سهام چین
موضوعات مرتبط
مهندسی و علوم پایه ریاضیات فیزیک ریاضی
چکیده انگلیسی
In this paper, we employ the Hilbert-Huang Transform to investigate the multifractal character of Chinese stock market based on CSI 300 index. The measured Hilbert moment Lq(ω) shows a power-law behavior on the range 0.01<ω<0.1min−1, equivalent to a time scale range 10<τ<100min. The measured scaling exponents ζ(q) is convex with q and deviates from the value q/2, implying that the property of self-similarity is broken. Moreover, ζ(q) and the corresponding singularity spectrum D(h) can be described by a lognormal model with a Hurst number H=0.50 and an intermittency parameter μ=0.12. Our results suggest that the Chinese stock fluctuation might be captured well by a multifractal random walk model with a proper intermittency parameter.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Physica A: Statistical Mechanics and its Applications - Volume 406, 15 July 2014, Pages 222-229
نویسندگان
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