Moses, Noah and Joseph effects in Lévy walks

نویسندگان

چکیده

We study a method for detecting the origins of anomalous diffusion, when it is observed in an ensemble times-series, generated experimentally or numerically, without having knowledge about exact underlying dynamics. The reasons diffusive scaling mean-squared displacement are decomposed into three root causes: increment correlations expressed by "Joseph effect" [Mandelbrot 1968], fat-tails probability density lead to "Noah and non-stationarity, "Moses [Chen et al. 2017]. After appropriate rescaling, based on quantification these effects, distribution converges at increasing times time-invariant asymptotic shape. For different processes, this limit can be equilibrium state, infinite-invariant, infinite-covariant density. use numerical methods time-series analysis quantify effects model non-linearly coupled L\'evy walk, compare our results theoretical predictions, discuss generality method.

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ژورنال

عنوان ژورنال: New Journal of Physics

سال: 2021

ISSN: ['1367-2630']

DOI: https://doi.org/10.1088/1367-2630/abd43c