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Topp-Leone Alpha Power Family of Distributions
| المصدر: | المجلة المصرية للدراسات التجارية |
|---|---|
| الناشر: | جامعة المنصورة - كلية التجارة |
| المؤلف الرئيسي: | Hozaien, Hanem Elsayed Mohamed Ahmed (Author) |
| مؤلفين آخرين: | Al Dayian, G. R. (Co-Author) , Yehia, Enas Gawdat (Co-Author) , El-Helbawy, A. A. (Co-Author) |
| المجلد/العدد: | مج46, ع3 |
| محكمة: | نعم |
| الدولة: |
مصر |
| التاريخ الميلادي: |
2022
|
| الشهر: | يوليو |
| الصفحات: | 1 - 21 |
| رقم MD: | 1334100 |
| نوع المحتوى: | بحوث ومقالات |
| اللغة: | الإنجليزية |
| قواعد المعلومات: | EcoLink |
| مواضيع: | |
| كلمات المؤلف المفتاحية: |
Topp-Leone Family | Alpha Power Transformation | Weibull Distribution | Maximum Likelihood Estimation
|
| رابط المحتوى: |
عدد مرات التحميل
3
| المستخلص: |
In this paper, Topp-Leone alpha power family of distributions is presented based on the method called alpha power transformation which is suggested by Mahdavi and Kundu (2016). The Topp-Leone alpha power family of distributions is rich and flexible for modeling data. Some statistical properties of the proposed family are studied including quantile function, moments and moment generating function, mean residual life, and order statistics. Also, the results of the paper are specialized to Topp- Leone alpha power Weibull distribution. Some of its statistical properties are obtained. Moreover, the maximum likelihood estimators of the unknown parameters of the Topp Leone alpha power Weibull distribution are obtained. A simulation study is conducted to evaluate the performance of the maximum likelihood estimators of the parameters of the Topp- Leone alpha power Weibull distribution. Finally, a real data set is applied, and the results show that the Topp-Leone alpha power Weibull distribution is more appropriate as compared to the Topp-Leone exponential, alpha power Weibull, and Weibull distributions. |
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عناصر مشابهة
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A New Family of Discrete Alpha Power Distributions
بواسطة: El-Helbawy, A. A. منشور: (2022) -
Topp-Leone Weibull Generated Family of Distributions with Applications
بواسطة: Elbatal, Ibrahim A. منشور: (2022) -
Topp – Leone Pareto Type I Distribution
بواسطة: Helmy, Nahed منشور: (2019) -
Modified Maximum Likelihood Estimation for the Inverse Weibull Parameters Based on Ranked Set Sampling
بواسطة: Hozaien, Hanem Elsayed Mohamed Ahmed منشور: (2018) -
Topp-Leone Discrete Burr Type 𝐈𝐈𝐈 Distribution: Properties and Applications
بواسطة: Abdallha, Asmaa Mustafa منشور: (2023)
