Anomalous Fluctuations in Autoregressive Models with Long-Term Memory

作者:Sakaguchi Hidetsugu*; Honjo Haruo
来源:Journal of the Physical Society of Japan, 2015, 84(10): 104002.
DOI:10.7566/JPSJ.84.104002

摘要

An autoregressive model with a power-law type memory kernel is studied as a stochastic process that exhibits a self-affine-fractal-like behavior for a small time scale. We find numerically that the root-mean-square displacement Delta(m) for the time interval m increases with a power law as m(alpha) with alpha < 1/2 for small m but saturates at sufficiently large m. The exponent a changes with the power exponent of the memory kernel.

  • 出版日期2015-10-15