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Extended Generalized Lindley Distribution: Properties and Applications
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نویسنده
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ranjbar vahid ,alizadeh morad ,altun emrah
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منبع
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journal of mathematical extension - 2019 - دوره : 13 - شماره : 1 - صفحه:117 -142
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چکیده
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In this study, we introduce a new model called the extended exponentiated powerlindley distribution which extends the lindley distribution and has increasing, bathtub andupside down shapes for the hazard rate function. it also includes the power lindley distributionas a special case. several statistical properties of the distribution are explored, such as thedensity, hazard rate, survival, quantile functions, and moments. estimation using the maximumlikelihood method and inference on a random sample from this distribution are investigated. asimulation study is performed to compare the performance of the di®erent parameter estimatesin terms of bias and mean square error. we apply a real data set to illustrate the applicabilityof the new model. empirical findings show that proposed model provides better fits than otherwell-known extensions of lindley distributions.
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کلیدواژه
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Lindley distribution ,Structural properties ,Failure-time ,Maximum likelihood estimation
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آدرس
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golestan university, department of statistics, Iran, persian gulf university, department of statistics, Iran, bartin university, department of mathematics, Turkey
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پست الکترونیکی
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emrahaltun@hacettepe.edu.tr
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Authors
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