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We introduce a new method for detection of long-range cross-correlations andmultifractality - multifractal height cross-correlation analysis (MF-HXA) -based on scaling of qth order covariances. MF-HXA is a bivariate generalizationof the height-height correlation analysis of Barabasi & Vicsek [Barabasi, A.L.,Vicsek, T.: Multifractality of self-affine fractals, Physical Review A 44(4),1991]. The method can be used to analyze long-range cross-correlations andmultifractality between two simultaneously recorded series. We illustrate apower of the method on both simulated and real-world time series.

Multifractal Height Cross-Correlation Analysis: A New Method for Analyzing Long-Range Cross-Correlations