New power-law tailed distributions emerging in -statistics
arXiv:2203.01743 · doi:10.1209/0295-5075/133/10002
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's factor, emerges properly deformed within this formalism. Starting from this, so-called -deformed exponential function, we introduce new classes of statistical distributions emerging as the -deformed version of already known distribution as the Generalized Gamma, Weibull, Logistic which can be adopted in the analysis of statistical data that exhibit power-law tails.
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- An outlier-resistant -generalized approach for robust physical parameter estimation