MULTIFRACTAL BEHAVIOUR IN NATURAL GAS PRICES BY USING MF-DFA AND WTMM METHODS

Volume: 5 Number: 1 June 1, 2013
  • Cumhur Taş
  • Gazanfer Ünal
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

References

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  6. 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.
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  8. Science Department, New York University, unpublished.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.

Details

Primary Language

English

Subjects

-

Journal Section

-

Authors

Cumhur Taş This is me

Gazanfer Ünal This is me

Publication Date

June 1, 2013

Submission Date

June 1, 2013

Acceptance Date

-

Published in Issue

Year 2013 Volume: 5 Number: 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, and 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 (June 1, 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 and G. Ünal, “MULTIFRACTAL BEHAVIOUR IN NATURAL GAS PRICES BY USING MF-DFA AND WTMM METHODS”, IJEFS, vol. 5, no. 1, pp. 44–55, June 2013, [Online]. Available: 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 (June 1, 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, and Gazanfer Ünal. “MULTIFRACTAL BEHAVIOUR IN NATURAL GAS PRICES BY USING MF-DFA AND WTMM METHODS”. International Journal of Economics and Finance Studies, vol. 5, no. 1, June 2013, pp. 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]. 2013 Jun. 1;5(1):44-55. Available from: https://izlik.org/JA72PM28PK