New power-law tailed distributions emerging in κ-statistics
Abstract
Over the last two decades, it has been argued that the Lorentz transformation mechanism, which imposes the generalization of Newton's classical mechanics into Einstein's special relativity, implies a generalization, or deformation, of the ordinary statistical mechanics. The exponential function, which defines the Boltzmann factor, emerges properly deformed within this formalism. Starting from this, the so-called κ-deformed exponential function, we introduce new classes of statistical distributions emerging as the κ-deformed versions of already known distribution as the Generalized Gamma, Weibull, Logistic ones which can be adopted in the analysis of statistical data that exhibit power-law tails. (a) Contribution to the Focus Issue Progress on Statistical Physics and Complexity edited by Roberta Citro, Giorgio Kaniadakis, Claudio Guarcello, Antonio Maria Scarfone and Davide Valenti.
- Publication:
-
EPL (Europhysics Letters)
- Pub Date:
- January 2021
- DOI:
- arXiv:
- arXiv:2203.01743
- Bibcode:
- 2021EL....13310002K
- Keywords:
-
- 02.50.-r;
- 02.50.Cw;
- 12.40.Ee;
- Mathematics - Statistics Theory;
- Condensed Matter - Statistical Mechanics;
- Mathematical Physics;
- Mathematics - Probability;
- Physics - Data Analysis;
- Statistics and Probability
- E-Print:
- EuroPhysics Letters 133, 10002 (2021)