Literature DB >> 25189773

Incidence of q statistics in rank distributions.

G Cigdem Yalcin1, Alberto Robledo2, Murray Gell-Mann3.   

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. Whereas the value of the index α fixes the distribution's power-law exponent, that for the dual index 2 - α ensures the extensivity of the deformed entropy.

Keywords:  generalized entropies; rank-ordered data

Year:  2014        PMID: 25189773      PMCID: PMC4191817          DOI: 10.1073/pnas.1412093111

Source DB:  PubMed          Journal:  Proc Natl Acad Sci U S A        ISSN: 0027-8424            Impact factor:   11.205


  3 in total

1.  Nonextensive Pesin identity: exact renormalization group analytical results for the dynamics at the edge of chaos of the logistic map.

Authors:  F Baldovin; A Robledo
Journal:  Phys Rev E Stat Nonlin Soft Matter Phys       Date:  2004-04-28

2.  Generalized entropies and logarithms and their duality relations.

Authors:  Rudolf Hanel; Stefan Thurner; Murray Gell-Mann
Journal:  Proc Natl Acad Sci U S A       Date:  2012-11-05       Impact factor: 11.205

3.  How multiplicity determines entropy and the derivation of the maximum entropy principle for complex systems.

Authors:  Rudolf Hanel; Stefan Thurner; Murray Gell-Mann
Journal:  Proc Natl Acad Sci U S A       Date:  2014-04-29       Impact factor: 11.205

  3 in total
  4 in total

1.  Entropies for severely contracted configuration space.

Authors:  G Cigdem Yalcin; Carlos Velarde; Alberto Robledo
Journal:  Heliyon       Date:  2015-11-24

2.  Dynamical analogues of rank distributions.

Authors:  Carlos Velarde; Alberto Robledo
Journal:  PLoS One       Date:  2019-02-04       Impact factor: 3.240

3.  Generalized statistical mechanics of cosmic rays: Application to positron-electron spectral indices.

Authors:  G Cigdem Yalcin; Christian Beck
Journal:  Sci Rep       Date:  2018-01-29       Impact factor: 4.379

4.  Rank distributions: Frequency vs. magnitude.

Authors:  Carlos Velarde; Alberto Robledo
Journal:  PLoS One       Date:  2017-10-05       Impact factor: 3.240

  4 in total

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