Bayesian estimation and prediction for discrete zubair weibull distribution under type-II censoring scheme
Joint Authors
Hijazi, Mayy Ahmad
al-Hilbawi, Abir Abd al-Lah
al-Qashlan, Ayat Jamal
Source
Scientific Journal for Commerce and Finance
Issue
Vol. 43, Issue 2، ج. 2 (30 Jun. 2023), pp.223-252, 30 p.
Publisher
Tanta University Faculty of Commerce
Publication Date
2023-06-30
Country of Publication
Egypt
No. of Pages
30
Main Subjects
Abstract EN
This paper discussed the Bayesian estimation for the unknown parameters, survival, hazard rate, and alternative hazard rate functions of the discrete Zubair Weibull distribution.
informative priors (gamma and beta) for the parameters of the distribution are assumed.
the Bayes estimators are derived under the squared error and linear-exponential loss functions based on type-ii censored sample.
credible intervals for the parameters, survival, hazard rate, and alternative hazard rate functions are obtained.
the Bayes predictors (point and interval) for the future observation are obtained considering two-sample prediction.
a simulation study is performed using the Markov chain Monte Carlo algorithm for different sample sizes, and censoring rates to assess the performance of the estimators.
moreover, three real data sets were applied to investigate the flexibility and applicability of the distribution.
American Psychological Association (APA)
Hijazi, Mayy Ahmad& al-Hilbawi, Abir Abd al-Lah& al-Qashlan, Ayat Jamal. 2023. Bayesian estimation and prediction for discrete zubair weibull distribution under type-II censoring scheme. Scientific Journal for Commerce and Finance،Vol. 43, no. 2، ج. 2, pp.223-252.
https://search.emarefa.net/detail/BIM-1516128
Modern Language Association (MLA)
Hijazi, Mayy Ahmad…[et al.]. Bayesian estimation and prediction for discrete zubair weibull distribution under type-II censoring scheme. Scientific Journal for Commerce and Finance Vol. 43, no. 2, p. 2 (Jun. 2023), pp.223-252.
https://search.emarefa.net/detail/BIM-1516128
American Medical Association (AMA)
Hijazi, Mayy Ahmad& al-Hilbawi, Abir Abd al-Lah& al-Qashlan, Ayat Jamal. Bayesian estimation and prediction for discrete zubair weibull distribution under type-II censoring scheme. Scientific Journal for Commerce and Finance. 2023. Vol. 43, no. 2، ج. 2, pp.223-252.
https://search.emarefa.net/detail/BIM-1516128
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references: p. 250-252
Record ID
BIM-1516128