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Exponentiated quasi power Lindley power series distribution with applications in medical science Cover

Exponentiated quasi power Lindley power series distribution with applications in medical science

By: A. Hassan,  A. Rashid and  N. Akhtar  
Open Access
|Jul 2020

Abstract

The present paper introduces an advanced five parameter lifetime model which is obtained by compounding exponentiated quasi power Lindley distribution with power series family of distributions. The EQPLPS family of distributions contains several lifetime sub-classes such as quasi power Lindley power series, power Lindley power series, quasi Lindley power series and Lindley power series. The proposed distribution exhibits decreasing, increasing and bathtub shaped hazard rate functions depending on its parameters. It is more flexible as it can generate new lifetime distributions as well as some existing distributions. Various statistical properties including closed form expressions for density function, cumulative function, limiting behaviour, moment generating function and moments of order statistics are brought forefront. The capability of the quantile measures in terms of Lambert W function is also discussed. Ultimately, the potentiality and the flexibility of the new class of distributions has been demonstrated by taking three real life data sets by comparing its sub-models.

DOI: https://doi.org/10.2478/jamsi-2020-0004 | Journal eISSN: 1339-0015 | Journal ISSN: 1336-9180
Language: English
Page range: 37 - 60
Published on: Jul 9, 2020
Published by: University of Ss. Cyril and Methodius in Trnava
In partnership with: Paradigm Publishing Services
Publication frequency: 2 issues per year

© 2020 A. Hassan, A. Rashid, N. Akhtar, published by University of Ss. Cyril and Methodius in Trnava
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 3.0 License.