Literature DB >> 27499566

Central Limit Theorems under additive deformations.

Daniel J Eck1, Ian W McKeague2.   

Abstract

Additive deformations of statistical systems arise in various areas of physics. Classical central limit theory is then no longer applicable, even when standard independence assumptions are preserved. This paper investigates ways in which deformed algebraic operations lead to distinctive central limit theory. We establish some general central limit results that are applicable to a range of examples arising in nonextensive statistical mechanics, including the addition of momenta and velocities via Kaniadakis addition, and Tsallis addition. We also investigate extensions to random additive deformations, and find evidence (based on simulation studies) for a universal limit specific to each statistical system.

Entities:  

Keywords:  Kaniadakis addition; Probability on Lie groups; Tsallis entropy

Year:  2016        PMID: 27499566      PMCID: PMC4972458          DOI: 10.1016/j.spl.2016.06.010

Source DB:  PubMed          Journal:  Stat Probab Lett        ISSN: 0167-7152            Impact factor:   0.870


  4 in total

1.  Tunable Tsallis distributions in dissipative optical lattices.

Authors:  P Douglas; S Bergamini; F Renzoni
Journal:  Phys Rev Lett       Date:  2006-03-24       Impact factor: 9.161

2.  PROBABILITIES ON LIE GROUPS.

Authors:  D Wehn
Journal:  Proc Natl Acad Sci U S A       Date:  1962-05       Impact factor: 11.205

3.  Group entropies, correlation laws, and zeta functions.

Authors:  Piergiulio Tempesta
Journal:  Phys Rev E Stat Nonlin Soft Matter Phys       Date:  2011-08-10

4.  Central limit theorems under special relativity.

Authors:  Ian W McKeague
Journal:  Stat Probab Lett       Date:  2015-04-01       Impact factor: 0.870

  4 in total

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