Testing for intrinsic multifractality in the global grain spot market indices: A multifractal detrended fluctuation analysis
arXiv:2306.10496 · doi:10.1142/S0218348X23500901
Abstract
Grains account for more than 50% of the calories consumed by people worldwide, and military conflicts, pandemics, climate change, and soaring grain prices all have vital impacts on food security. However, the complex price behavior of the global grain spot markets has not been well understood. A recent study performed multifractal moving average analysis (MF-DMA) of the Grains & Oilseeds Index (GOI) and its sub-indices of wheat, maize, soyabeans, rice, and barley and found that only the maize and barley sub-indices exhibit an intrinsic multifractal nature with convincing evidence. Here, we utilize multifractal fluctuation analysis (MF-DFA) to investigate the same problem. Extensive statistical tests confirm the presence of intrinsic multifractality in the maize and barley sub-indices and the absence of intrinsic multifractality in the wheat and rice sub-indices. Different from the MF-DMA results, the MF-DFA results suggest that there is also intrinsic multifractality in the GOI and soyabeans sub-indices. Our comparative analysis does not provide conclusive information about the GOI and soyabeans and highlights the high complexity of the global grain spot markets.
arXiv comment23 pages including 14 figures
References in corpus (22)
- Multifractal detrended fluctuation analysis of nonstationary time series
- Improved surrogate data for nonlinearity tests
- Surrogate time series
- Discrete scale invariance and complex dimensions
- Detrending moving average algorithm for multifractals
- Multifractal analysis of financial markets
- Multifractal Properties of Price Fluctuations of Stocks and Commodities
- An optimal shell model of turbulence
- The components of empirical multifractality in financial returns
- Scaling Range and Cutoffs in Empirical Fractals
- Quantitative features of multifractal subtleties in time series
- Finite-size effect and the components of multifractality in financial volatility
- Components of multifractality in high-frequency stock returns
- Test your surrogate data before you test for nonlinearity
- Modified detrended fluctuation analysis based on empirical mode decomposition
- Multifractality in stock indexes: Fact or fiction?
- Effect of detrending on multifractal characteristics
- Genuine multifractality in time series is due to temporal correlations
- Statically Transformed Autoregressive Process and Surrogate Data Test for Nonlinearity
- Multifractality of Inverse Statistics of Exit Distances in 3D Fully Developed Turbulence
- Wavelet-based discrimination of isolated singularities masquerading as multifractals in detrended fluctuation analyses
- Long-term temporal dependence of droplets transiting through a fixed spatial point in gas-liquid twophase turbulent jets