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This paper adopts the visibility graph to analyze the short time series of fractal Brownian motion (fBm), and examines this method in estimating Hurst exponents. The maximum likelihood estimation is introduced to estimate the power-law index and the statistics to judge the performance of the estimation. In the result, we found that the first minimum of the Kuiper statistic can provide an optimal estimation...
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