English

Incidence of $q$-statistics in rank distributions

Statistical Mechanics 2014-09-29 v1

Abstract

We show that size-rank distributions with power-law decay (often only over a limited extent) observed in a vast number of instances in a widespread family of systems obey Tsallis statistics. The theoretical framework for these distributions is analogous to that of a nonlinear iterated map near a tangent bifurcation for which the Lyapunov exponent is negligible or vanishes. The relevant statistical-mechanical expressions associated with these distributions are derived from a maximum entropy principle with the use of two different constraints, and the resulting duality of entropy indexes is seen to portray physically relevant information. While the value of the index α\alpha fixes the distribution's power-law exponent, that for the dual index 2α2-\alpha ensures the extensivity of the deformed entropy.

Keywords

Cite

@article{arxiv.1409.7428,
  title  = {Incidence of $q$-statistics in rank distributions},
  author = {G. Cigdem Yalcin and Alberto Robledo and Murray Gell-Mann},
  journal= {arXiv preprint arXiv:1409.7428},
  year   = {2014}
}

Comments

Santa Fe Institute working paper: http://www.santafe.edu/media/workingpapers/14-07-024.pdf. see: http://www.pnas.org/content/early/2014/09/03/1412093111.full.pdf+html