Bayesian Modeling of 3-Component Mixture of Exponentiated Inverted Weibull Distribution under Noninformative Prior

المؤلفون المشاركون

Almanjahie, Ibrahim M.
Ahmad, Ishfaq
Cheema, Ammara Nawaz
Aslam, Muhammad

المصدر

Mathematical Problems in Engineering

العدد

المجلد 2020، العدد 2020 (31 ديسمبر/كانون الأول 2020)، ص ص. 1-11، 11ص.

الناشر

Hindawi Publishing Corporation

تاريخ النشر

2020-07-29

دولة النشر

مصر

عدد الصفحات

11

التخصصات الرئيسية

هندسة مدنية

الملخص EN

Bayesian study of 3-component mixture modeling of exponentiated inverted Weibull distribution under right type I censoring technique is conducted in this research work.

The posterior distribution of the parameters is obtained assuming the noninformative (Jeffreys and uniform) priors.

The different loss functions (squared error, quadratic, precautionary, and DeGroot loss function) are used to obtain the Bayes estimators and posterior risks.

The performance of the Bayes estimators through posterior risks under the said loss functions is investigated through simulation process.

Real data analysis of tensile strength of carbon fiber is also applied for 3 components to conclude the presentation of Bayes estimators.

The limiting expressions are also elaborated for Bayes estimators and posterior risks in this study.

The impact of some test termination times and sample sizes is reported on Bayes estimators.

نمط استشهاد جمعية علماء النفس الأمريكية (APA)

Cheema, Ammara Nawaz& Aslam, Muhammad& Almanjahie, Ibrahim M.& Ahmad, Ishfaq. 2020. Bayesian Modeling of 3-Component Mixture of Exponentiated Inverted Weibull Distribution under Noninformative Prior. Mathematical Problems in Engineering،Vol. 2020, no. 2020, pp.1-11.
https://search.emarefa.net/detail/BIM-1201559

نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)

Cheema, Ammara Nawaz…[et al.]. Bayesian Modeling of 3-Component Mixture of Exponentiated Inverted Weibull Distribution under Noninformative Prior. Mathematical Problems in Engineering No. 2020 (2020), pp.1-11.
https://search.emarefa.net/detail/BIM-1201559

نمط استشهاد الجمعية الطبية الأمريكية (AMA)

Cheema, Ammara Nawaz& Aslam, Muhammad& Almanjahie, Ibrahim M.& Ahmad, Ishfaq. Bayesian Modeling of 3-Component Mixture of Exponentiated Inverted Weibull Distribution under Noninformative Prior. Mathematical Problems in Engineering. 2020. Vol. 2020, no. 2020, pp.1-11.
https://search.emarefa.net/detail/BIM-1201559

نوع البيانات

مقالات

لغة النص

الإنجليزية

الملاحظات

Includes bibliographical references

رقم السجل

BIM-1201559