Multifractal Behaviour in Natural Gas Prices by using MF-DF A and WT MM Methods
Keywords:
natural gas, multifractal, MF-DFA, WTMM
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.
Downloads
- Article PDF
- TEI XML Kaleidoscope (download in zip)* (Beta by AI)
- Lens* NISO JATS XML (Beta by AI)
- HTML Kaleidoscope* (Beta by AI)
- DBK XML Kaleidoscope (download in zip)* (Beta by AI)
- LaTeX pdf Kaleidoscope* (Beta by AI)
- EPUB Kaleidoscope* (Beta by AI)
- MD Kaleidoscope* (Beta by AI)
- FO Kaleidoscope* (Beta by AI)
- BIB Kaleidoscope* (Beta by AI)
- LaTeX Kaleidoscope* (Beta by AI)
How to Cite
References
B. Manderlbrot (1982) The Fractal Geometry ofNature, FreemanWH,New York, 1982.
W.Kantelhardt, S.A.Zschiegner, E. Bunde, S. Havlin (2002) Multifractal detrended fluctuation analysis of nonstationary time series.
J. Muzy, E. Bacry, A. Arneodo (1994) The multifractal formalism revisited with wavelets. Int. J. Bifurc. 04(02), 245-302. https://doi.org/10.1142/s0218127494000204
Zbigniew Struzik (2000) DETERMINING LOCAL SINGULARITY STRENGTHS AND THEIR SPECTRA WITH THE WAVELET TRANSFORM. 08(02), 163-179. https://doi.org/10.1142/s0218348x00000184
Andrejs Puckovs, Andrejs Matvejevs Wavelet Transform Modulus Maxima Approach for World Stock Index Multifractal Analysis. 76-86.
Espen Ihlen (2012) "Introduction to multifractal detrended fluctuation analysis in Matlab",Frontiers in Physiology. 3. https://doi.org/10.3389/fphys.2012.00141
K. Matia, Y. Ashkenazy, H. Stanley (2003) Multifractal properties of price fluctuations of stock and commodities. 61, 422-428.
S. Mallat, W. Hwang (1990) Technical Report #549.
J. Muzy, E. Bacry, A. Arneodo (1991) Wavelets and multifractal formalism for singular signals: Application to turbulence data. 67(25), 3515-3518. https://doi.org/10.1103/physrevlett.67.3515
R. Yalamova (2003) Wavelet MRA of index patterns around financial market shocks.
Published
2013-12-16
Issue
Section
License
Copyright (c) 2013 Authors and Global Journals Private Limited

This work is licensed under a Creative Commons Attribution 4.0 International License.