Half-Logistic Xgamma Distribution: Properties and Estimation under Censored Samples
Joint Authors
Elsehety, Mahmoud
Bantan, Rashad
Hassan, Amal S.
Kibria, B. M. Golam
Source
Discrete Dynamics in Nature and Society
Issue
Vol. 2020, Issue 2020 (31 Dec. 2020), pp.1-18, 18 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2020-06-17
Country of Publication
Egypt
No. of Pages
18
Main Subjects
Abstract EN
This paper proposed a new probability distribution, namely, the half-logistic xgamma (HLXG) distribution.
Various statistical properties, such as, moments, incomplete moments, mean residual life, and stochastic ordering of the proposed distribution, are discussed.
Parameter estimation of the half-logistic xgamma distribution is approached by the maximum likelihood method based on complete and censored samples.
Asymptotic confidence intervals of model parameters are provided.
A simulation study is conducted to illustrate the theoretical results.
Moreover, the model parameters of the HLXG distribution are estimated by using the maximum likelihood, least square, maximum product spacing, percentile, and Cramer–von Mises (CVM) methods.
Superiority of the new model over some existing distributions is illustrated through three real data sets.
American Psychological Association (APA)
Bantan, Rashad& Hassan, Amal S.& Elsehety, Mahmoud& Kibria, B. M. Golam. 2020. Half-Logistic Xgamma Distribution: Properties and Estimation under Censored Samples. Discrete Dynamics in Nature and Society،Vol. 2020, no. 2020, pp.1-18.
https://search.emarefa.net/detail/BIM-1153596
Modern Language Association (MLA)
Bantan, Rashad…[et al.]. Half-Logistic Xgamma Distribution: Properties and Estimation under Censored Samples. Discrete Dynamics in Nature and Society No. 2020 (2020), pp.1-18.
https://search.emarefa.net/detail/BIM-1153596
American Medical Association (AMA)
Bantan, Rashad& Hassan, Amal S.& Elsehety, Mahmoud& Kibria, B. M. Golam. Half-Logistic Xgamma Distribution: Properties and Estimation under Censored Samples. Discrete Dynamics in Nature and Society. 2020. Vol. 2020, no. 2020, pp.1-18.
https://search.emarefa.net/detail/BIM-1153596
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1153596