New power-law tailed distributions emerging in κ-statistics<sup>(a)</sup>
G. Kaniadakis
Abstract
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.
Topics & Concepts
StatisticsMathematicsStatistical physicsEconometricsPhysicsStatistical Mechanics and EntropyStatistical Distribution Estimation and ApplicationsAdvanced Statistical Methods and Models