Power means of random variables and characterizations of distributions via fractional calculus (Q6619735)
From MaRDI portal
| This is the item page for this Wikibase entity, intended for internal use and editing purposes. Please use this page instead for the normal view: Power means of random variables and characterizations of distributions via fractional calculus |
scientific article; zbMATH DE number 7927167
| Language | Label | Description | Also known as |
|---|---|---|---|
| English | Power means of random variables and characterizations of distributions via fractional calculus |
scientific article; zbMATH DE number 7927167 |
Statements
Power means of random variables and characterizations of distributions via fractional calculus (English)
0 references
16 October 2024
0 references
The authors investigate fractional moments and expectations of power means of complex-valued random variables by using fractional calculus.\N\NBoth negative and positive orders of the fractional derivatives are used. The one-dimensional distributions are characterized in terms of the fractional moments without any moment assumptions.\N\NThe authors explicitly compute the expectations of the power means for both the univariate Cauchy distribution and the Poincaré distribution on the upper half-plane. It is shown that for these distributions, the expectations are invariant with respect to the sample size and the value of the power.
0 references
fractional moments
0 references
power mean
0 references
characterization of distribution
0 references
Cauchy distribution
0 references
Poincaré distribution
0 references
0 references
0 references
0 references
0 references