Bayesian Estimation for Topp-Leone Weibull Distribution Based on Dual Generalized Order Statistics
| المصدر: | المجلة العلمية لقطاع كليات التجارة |
|---|---|
| الناشر: | جامعة الأزهر - كلية التجارة |
| المؤلف الرئيسي: | El-Helbawy, Abeer A. (Author) |
| المجلد/العدد: | ع19 |
| محكمة: | نعم |
| الدولة: |
مصر |
| التاريخ الميلادي: |
2018
|
| الشهر: | يناير |
| الصفحات: | 140 - 160 |
| DOI: |
10.21608/jsfc.2018.57122 |
| ISSN: |
2636-3674 |
| رقم MD: | 1049547 |
| نوع المحتوى: | بحوث ومقالات |
| اللغة: | الإنجليزية |
| قواعد المعلومات: | EcoLink |
| مواضيع: | |
| كلمات المؤلف المفتاحية: |
Topp Leone Distribution | Topp Leone Weibull Distribution | Linear Exponential Loss Function | Dual Generalized Order Statistics | Lower Record Values | Bayesian Estimation
|
| رابط المحتوى: |
الناشر لهذه المادة لم يسمح بإتاحتها. |
| المستخلص: |
In this paper, a Topp-Leone Weibull distribution is presented as a composite distribution. Bayes estimators of the unknown parameters, reliability and hazard rate function of the Topp-Leone Weibull distribution based on dual generalized order statistics are derived. The estimators are obtained under the squared error loss function as a symmetric loss function and the linear exponential loss function as an asymmetric loss function. The results are specialized to lower record values as special case of the dual generalized order statistics. In addition, credible intervals for the model parameters are constructed. A numerical example is given to illustrate the theoretical results and an application using real data is used to demonstrate how the results can be used in practice. |
|---|---|
| ISSN: |
2636-3674 |
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