Title of article :
Multifractal detrended fluctuation analysis of sheep livestock prices in origin
Author/Authors :
Pavَn-Domيnguez، نويسنده , , P. and Serrano، نويسنده , , S. and Jiménez-Hornero، نويسنده , , F.J. and Jiménez-Hornero، نويسنده , , J.E. and Gutiérrez de Ravé، نويسنده , , E. and Ariza-Villaverde، نويسنده , , A.B.، نويسنده ,
Issue Information :
روزنامه با شماره پیاپی سال 2013
Pages :
11
From page :
4466
To page :
4476
Abstract :
The multifractal detrended fluctuation analysis (MF-DFA) is used to verify whether or not the returns of time series of prices paid to farmers in original markets can be described by the multifractal approach. By way of example, 5 weekly time series of prices of different breeds, slaughter weight and market differentiation from 2000 to 2012 are analyzed. Results obtained from the multifractal parameters and multifractal spectra show that the price series of livestock products are of a multifractal nature. The Hurst exponent shows that these time series are stationary signals, some of which exhibit long memory (Merino milk-fed in Seville and Segureٌa paschal in Jaen), short memory (Merino paschal in Cordoba and Segureٌa milk-fed in Jaen) or even are close to an uncorrelated signals (Merino paschal in Seville). MF-DFA is able to discern the different underlying dynamics that play an important role in different types of sheep livestock markets, such as degree and source of multifractality. In addition, the main source of multifractality of these time series is due to the broadness of the probability function, instead of the long-range correlation properties between small and large fluctuations, which play a clearly secondary role.
Keywords :
Multifractal detrended , Prices in origin , Sheep prices , Time series
Journal title :
Physica A Statistical Mechanics and its Applications
Serial Year :
2013
Journal title :
Physica A Statistical Mechanics and its Applications
Record number :
1737286
Link To Document :
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