A new inverse Weibull distribution : properties, classical and Bayesian estimation with applications
Joint Authors
Afify, Ahmed Z.
Shawqi, Ahmad I.
Nassar, Mazin
Source
Issue
Vol. 48, Issue 3 (31 Jul. 2021), pp.1-10, 10 p.
Publisher
Kuwait University Academic Publication Council
Publication Date
2021-07-31
Country of Publication
Kuwait
No. of Pages
10
Main Subjects
Abstract EN
This article proposes a new extension of the inverse Weibull distribution called, logarithmic transformed inverse Weibull distribution which can provide better fits than some of its well-known extensions.
The proposed distribution contains inverse Weibull, inverse Rayleigh, inverse exponential, logarithmic transformed inverse Rayleigh and logarithmic transformed inverse exponential distributions as special sub-models.
Our main focus is to derive some of its mathematical properties along with the estimation of its unknown parameters using frequentist and Bayesian estimation methods.
We compare the performances of the proposed estimators using extensive numerical simulations for both small and large samples.
The importance and potentiality of this distribution is analyzed via two real data sets
American Psychological Association (APA)
Afify, Ahmed Z.& Shawqi, Ahmad I.& Nassar, Mazin. 2021. A new inverse Weibull distribution : properties, classical and Bayesian estimation with applications. Kuwait Journal of Science،Vol. 48, no. 3, pp.1-10.
https://search.emarefa.net/detail/BIM-1503279
Modern Language Association (MLA)
Afify, Ahmed Z.…[et al.]. A new inverse Weibull distribution : properties, classical and Bayesian estimation with applications. Kuwait Journal of Science Vol. 48, no. 3 (Jul. 2021), pp.1-10.
https://search.emarefa.net/detail/BIM-1503279
American Medical Association (AMA)
Afify, Ahmed Z.& Shawqi, Ahmad I.& Nassar, Mazin. A new inverse Weibull distribution : properties, classical and Bayesian estimation with applications. Kuwait Journal of Science. 2021. Vol. 48, no. 3, pp.1-10.
https://search.emarefa.net/detail/BIM-1503279
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references : p. 10
Record ID
BIM-1503279