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Bayesian and Non-Bayesian Estimations on the Exponentiated Gamma Distribution

Applied Mathematical Sciences • 2008
العودة
معلومات البحث
المؤلفون A. I. Shawky and R. A. Bakoban
الكلمات المفتاحية Keywords: Bayesian inference; Squared error loss function; LINEX loss function; Maximum likelihood function; Reliability; Failure rate; Type-II censoring; Exponentiated gamma distribution
المجلة العلمية Applied Mathematical Sciences
الناشر Not Available
المجلد 2
العدد 51
الصفحات 2521 - 2530
publication.type International
رابط البحث Not Available
المواد المرفقة Not Available
الملخص
In this paper, we consider the exponentiated gamma distribution as an
important model of life time models and derive Bayesian and non-Bayesian
estimators of the shape parameter, reliability and failure rate functions in the case of
complete and type-II censored samples. The mean square errors of the estimates are
computed. Comparisons are made between these estimators using Monte Carlo
simulation study.