Literature DB >> 25798020

Central limit theorems under special relativity.

Ian W McKeague1.   

Abstract

Several relativistic extensions of the Maxwell-Boltzmann distribution have been proposed, but they do not explain observed lognormal tail-behavior in the flux distribution of various astrophysical sources. Motivated by this question, extensions of classical central limit theorems are developed under the conditions of special relativity. The results are related to CLTs on locally compact Lie groups developed by Wehn, Stroock and Varadhan, but in this special case the asymptotic distribution has an explicit form that is readily seen to exhibit lognormal tail behavior.

Entities:  

Keywords:  Boltzmann; Maxwell; Ornstein; Uhlenbeck; heavy-tailed distributions; random walks on locally compact Lie groups; κ-deformations

Year:  2015        PMID: 25798020      PMCID: PMC4365789          DOI: 10.1016/j.spl.2014.12.028

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


  4 in total

1.  Statistical mechanics in the context of special relativity.

Authors:  G Kaniadakis
Journal:  Phys Rev E Stat Nonlin Soft Matter Phys       Date:  2002-11-25

2.  PROBABILITIES ON LIE GROUPS.

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

3.  Systems of frequency curves generated by methods of translation.

Authors:  N L JOHNSON
Journal:  Biometrika       Date:  1949-06       Impact factor: 2.445

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

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

1.  Central Limit Theorems under additive deformations.

Authors:  Daniel J Eck; Ian W McKeague
Journal:  Stat Probab Lett       Date:  2016-11       Impact factor: 0.870

  1 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.