Modified detrended fluctuation analysis based on empirical mode decomposition for the characterization of anti-persistent processes

► A modified DFA algorithm is proposed with the local trends determined by EMD. ► We also propose a modified MFDFA algorithm based on EMD. ► The EMD-based DFA performs better when the time series is strongly anticorrelated. ► The methods are applied to the SSEC index and electricity prices.