Heavy-tailed Distributions In Stochastic Dynamical Models

Details Heavy-tailed Distributions In Stochastic Dynamical Models Heavy-tailed Distributions In Stochastic Dynamical Models

2011-05-06

arxiv.org/abs/1105.1274v1

Physics

Mathematical Physics

Scientific paper

Heavy-tailed distributions are found throughout many naturally occurring phenomena. We have reviewed the models of stochastic dynamics that lead to heavy-tailed distributions (and power law distributions, in particular) including the multiplicative noise models, the models subjected to the Degree-Mass-Action principle (the generalized preferential attachment principle), the intermittent behavior occurring in complex physical systems near a bifurcation point, queuing systems, and the models of Self-organized criticality. Heavy-tailed distributions appear in them as the emergent phenomena sensitive for coupling rules essential for the entire dynamics.

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