EN
MULTIFRACTAL BEHAVIOUR IN NATURAL GAS PRICES BY USING MF-DFA AND WTMM METHODS
Abstract
We make a comparative study of Multifractal Detrended Fluctuation Analysis (MF-DFA) and the Wavelet Transform Modulus Maxima (WTMM) method to detect multifractal character of natural gas daily returns. We give a brief introduction on above methods and compare their effectiveness. The results from this methodoligies show that behaviour of natural gas daily returns were multifractal. The major sources of multifractality are long-range correlations of small and large fluctuations and Fat-tail distributions of the series
Keywords
Kaynakça
- B.B. Manderlbrot,The Fractal Geometry ofNature, FreemanWH,New York, 1982.
- W.Kantelhardt, S.A.Zschiegner, E.Koscienlny-Bunde, S. Havlin,Multifractal detrended fluctuation analysis of nonstationary time series,Physica A316 (2002) _114.
- Muzy, J. F., Bacry, E. & Arneodo, A. (1994) The multifractal formalism revisited with wavelets. Int. J. Bifurc. Chaos. 4, 245-302. (1994)
- Struzik. Z. R. (2000) Determining local singularity strengths and their spectra with the wavelet transform. Fractals 8, 163-179
- Andrejs Puckovs, Andrejs Matvejevs, Wavelet Transform Modulus Maxima Approach for World Stock Index Multifractal Analysis.University,Information Technology and Management Science. pp76-86. Espen Ihlen (2012),”Introduction to multifractal detrended fluctuation analysis in
- Matlab”,Frontiers in Physiology K. Matia, Y. Ashkenazy, H.E. Stanley, Multifractal properties of price fluctuations of stock and commodities, Europhysics Letter 61 (2003) 422–428.
- Mallat, S. G. and Hwang, W. L. (1990). Technical Report #549, Computer
- Science Department, New York University, unpublished. Muzy, J. F., Bacry, E. and Arneodo, A. (1991). Wavelets and multifractal formalism for singular signals: Application to turbulence data. Physical Review Letters, 67(25), 3515–3518.
Ayrıntılar
Birincil Dil
İngilizce
Konular
-
Bölüm
-
Yayımlanma Tarihi
1 Haziran 2013
Gönderilme Tarihi
1 Haziran 2013
Kabul Tarihi
-
Yayımlandığı Sayı
Yıl 2013 Cilt: 5 Sayı: 1
APA
Taş, C., & Ünal, G. (2013). MULTIFRACTAL BEHAVIOUR IN NATURAL GAS PRICES BY USING MF-DFA AND WTMM METHODS. International Journal of Economics and Finance Studies, 5(1), 44-55. https://izlik.org/JA72PM28PK
AMA
1.Taş C, Ünal G. MULTIFRACTAL BEHAVIOUR IN NATURAL GAS PRICES BY USING MF-DFA AND WTMM METHODS. IJEFS. 2013;5(1):44-55. https://izlik.org/JA72PM28PK
Chicago
Taş, Cumhur, ve Gazanfer Ünal. 2013. “MULTIFRACTAL BEHAVIOUR IN NATURAL GAS PRICES BY USING MF-DFA AND WTMM METHODS”. International Journal of Economics and Finance Studies 5 (1): 44-55. https://izlik.org/JA72PM28PK.
EndNote
Taş C, Ünal G (01 Haziran 2013) MULTIFRACTAL BEHAVIOUR IN NATURAL GAS PRICES BY USING MF-DFA AND WTMM METHODS. International Journal of Economics and Finance Studies 5 1 44–55.
IEEE
[1]C. Taş ve G. Ünal, “MULTIFRACTAL BEHAVIOUR IN NATURAL GAS PRICES BY USING MF-DFA AND WTMM METHODS”, IJEFS, c. 5, sy 1, ss. 44–55, Haz. 2013, [çevrimiçi]. Erişim adresi: https://izlik.org/JA72PM28PK
ISNAD
Taş, Cumhur - Ünal, Gazanfer. “MULTIFRACTAL BEHAVIOUR IN NATURAL GAS PRICES BY USING MF-DFA AND WTMM METHODS”. International Journal of Economics and Finance Studies 5/1 (01 Haziran 2013): 44-55. https://izlik.org/JA72PM28PK.
JAMA
1.Taş C, Ünal G. MULTIFRACTAL BEHAVIOUR IN NATURAL GAS PRICES BY USING MF-DFA AND WTMM METHODS. IJEFS. 2013;5:44–55.
MLA
Taş, Cumhur, ve Gazanfer Ünal. “MULTIFRACTAL BEHAVIOUR IN NATURAL GAS PRICES BY USING MF-DFA AND WTMM METHODS”. International Journal of Economics and Finance Studies, c. 5, sy 1, Haziran 2013, ss. 44-55, https://izlik.org/JA72PM28PK.
Vancouver
1.Cumhur Taş, Gazanfer Ünal. MULTIFRACTAL BEHAVIOUR IN NATURAL GAS PRICES BY USING MF-DFA AND WTMM METHODS. IJEFS [Internet]. 01 Haziran 2013;5(1):44-55. Erişim adresi: https://izlik.org/JA72PM28PK