أعضاء هيئة التدريس - جامعة بنها
On Finite Mixture of two-Component Exponentiated Gamma Distribution
Journal of Applied Sciences Research • 2009
معلومات البحث
المؤلفون
A.I. Shawky and R.A. Bakoban
الكلمات المفتاحية
Finite mixture; Statis tical properties ; Maximum likelihood; Bayes ian analys is ; Sq u a red error
los s function; LINEX los s function; Lindley's approximation; Expone n t ia t ed gamma
distribution.
المجلة العلمية
Journal of Applied Sciences Research
الناشر
© 2009, INSInet Publication
المجلد
5
العدد
10
الصفحات
1351-1369
publication.type
International
رابط البحث
Not Available
المواد المرفقة
Not Available
الملخص
Abstr act: This article is cons idered with the problem of es timating the parameters, reliability and failure
rate functions of the finite mixture of two components from exp o nentiated gamma distributions. The
maximum likelihood and Bayes methods of estimation are used. An approximatio n fo rm due to Lindley
(1980) is us ed for obtaining the Bayes es timates under the squared e rro r los s and LINEX los s functions .
Comparisons are mad e b e twe e n thes e es timators and the maximum likelihood ones us ing Monte Carlo
simulation study.
rate functions of the finite mixture of two components from exp o nentiated gamma distributions. The
maximum likelihood and Bayes methods of estimation are used. An approximatio n fo rm due to Lindley
(1980) is us ed for obtaining the Bayes es timates under the squared e rro r los s and LINEX los s functions .
Comparisons are mad e b e twe e n thes e es timators and the maximum likelihood ones us ing Monte Carlo
simulation study.