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Erschienen in:

24.03.2022

A Generalization of New Pareto-Type Distribution

verfasst von: Kadir Karakaya, Yunus Akdoğan, A. Saadati Nik, Coşkun Kuş, Akbar Asgharzadeh

Erschienen in: Annals of Data Science | Ausgabe 1/2024

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Abstract

In this paper, we propose a new generalization of Pareto distribution with a truncation parameter. Motivation is provided to generate the distribution. The shape of density and hazard functions are studied in mathematical detail. The raw moments are derived and stochastic ordering is also discussed. The parameter estimation is discussed through several estimators. A simulation study is conducted to compare the estimators. Three examples are provided with real data sets used in the literature.

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Metadaten
Titel
A Generalization of New Pareto-Type Distribution
verfasst von
Kadir Karakaya
Yunus Akdoğan
A. Saadati Nik
Coşkun Kuş
Akbar Asgharzadeh
Publikationsdatum
24.03.2022
Verlag
Springer Berlin Heidelberg
Erschienen in
Annals of Data Science / Ausgabe 1/2024
Print ISSN: 2198-5804
Elektronische ISSN: 2198-5812
DOI
https://doi.org/10.1007/s40745-022-00376-x

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