کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
9727599 1480205 2005 22 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Role of multifractal sources in the analysis of stock market time series
موضوعات مرتبط
مهندسی و علوم پایه ریاضیات فیزیک ریاضی
پیش نمایش صفحه اول مقاله
Role of multifractal sources in the analysis of stock market time series
چکیده انگلیسی
It has been repeatedly reported that time series of returns in stock markets are of multifractal (multiscaling) character. Recently, a direct geometrical framework, much more revealing about the underlying dynamics than usual statistical approaches, has been introduced. In this paper we use this geometrical method to undercover several aspects that concern the dynamics of stock market time series. We introduce and discuss a new, powerful processing tool, namely the computation of sources. With the aid of the source field, we will separate the fast, chaotic dynamics defined by the multifractal structure from a new, so-far unknown slow dynamics which concerns long cycles in the series. We discuss the results on the perspective of detection of sharp dynamic changes and forecasting.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Physica A: Statistical Mechanics and its Applications - Volume 355, Issues 2–4, 15 September 2005, Pages 475-496
نویسندگان
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