DIAF, Sami and TOUMACHE, Rachid (2013): Multifractal Analysis of the Algerian Dinar - US Dollar exchange rate.
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Abstract
Abstract : This article aims to study the scaling behavior of the Algerian Dinar - US Dollar exchange rate using multifractal time series analysis which stems from the fractal theory first implemented by Benoît Mandelbrot in early 1960. Investigating time series properties using this technique allows us to shed light on important characteristics omitted by traditional time series analyses and highlight the usefulness of local Hölder exponents in predicting crash patterns.
Item Type: | MPRA Paper |
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Original Title: | Multifractal Analysis of the Algerian Dinar - US Dollar exchange rate |
English Title: | Multifractal Analysis of the Algerian Dinar - US Dollar exchange rate |
Language: | English |
Keywords: | multifractal analysis, Dinar-Dollar exchange rate, Hölder exponents. |
Subjects: | C - Mathematical and Quantitative Methods > C5 - Econometric Modeling F - International Economics > F3 - International Finance > F31 - Foreign Exchange G - Financial Economics > G0 - General |
Item ID: | 50763 |
Depositing User: | Mr Sami Diaf |
Date Deposited: | 18 Oct 2013 06:19 |
Last Modified: | 14 Oct 2019 02:32 |
References: | Edgar Peters : Fractal Market Analysis : Applying chaos theory to investments and economics (1994). Jérôme Fillol : Multifractality: Theory and Evidence an Application to the French Stock Market, Economics Bulletin Vol.3 No31 (2003). Jan W. Kantelhardt : Fractal and Multiractal Time Series, online document (April 2008). Hui-Wen Chen, Shian-Chang Huang : Multifractality Analysis for Stock Market Characteristics. Middle-Eastern Finance and Economics (2011). Espen A. F. Ihlen : Introduction to multifractal detrended fluctuation analysis in Matlab, frontier in physiology (June 2012). Enrico Onali, John Goddard : Unifractality and Multifractality in the Italian Stock Market, (2009). J. Alvarez-Ramirez, M. Cisneros, C. Ibarra-Valdez, A. Soriano : Multifractal Hurst Analysis of Crude Oil Prices, Physica A (2002). Benoît Mandelbrot, Richard L. Hudson : The (Mis)Behavior of markets : A Fractal Review of Risk, Ruin and Reward (2004). B. Mandelbrot , A. Fisher, L. Calvet : A multifractal model of asset’s returns, Cowles Foundation Discussion Paper (number 1164), (1997). I.A.Agaev, Y.A.Kuperin : Multifractal analysis and local Hoelder exponents approach to detecting stock market craches (2004). |
URI: | https://mpra.ub.uni-muenchen.de/id/eprint/50763 |
Available Versions of this Item
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Multifractal Analysis of the Algerian Dinar - US Dollar exchange rate. (deposited 16 Oct 2013 07:35)
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Multifractal Analysis of the Algerian Dinar - US Dollar exchange rate. (deposited 17 Oct 2013 09:45)
- Multifractal Analysis of the Algerian Dinar - US Dollar exchange rate. (deposited 18 Oct 2013 06:19) [Currently Displayed]
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Multifractal Analysis of the Algerian Dinar - US Dollar exchange rate. (deposited 17 Oct 2013 09:45)