1403/02/08
اکبر اصغر زاده

اکبر اصغر زاده

مرتبه علمی: استاد
ارکید:
تحصیلات: دکترای تخصصی
اسکاپوس:
دانشکده: دانشکده علوم ریاضی
نشانی:
تلفن: 011-54302476

مشخصات پژوهش

عنوان
A New Compound Gamma and Lindley Distribution with Application to Failure Data
نوع پژوهش
JournalPaper
کلیدواژه‌ها
hazard rate function, least squares, maximum likelihood, stress-strength parameter, simulation, total time on test (TTT) plots.
سال
2019
مجله Austrian Journal of Statistics
شناسه DOI
پژوهشگران Mosa Abdi ، Akbar Asgharzadeh ، Hassan S. Bakouch ، Zahra Alipour

چکیده

In this paper, we propose a new lifetime distribution by compounding the gamma and Lindley distributions. Construction of it can be interpreted in the viewpoint of the reliability analysis and Bayesian inference. Moreover, the distribution has decreasing and unimodal hazard rate shapes. Several properties of the distribution are obtained, involving characteristics of the (reverse) hazard rate function, quantiles, moments, extreme order statistics and some stochastic order relations. Estimating the distribution parameters is discussed by some estimation methods and their performance is evaluated by a simulation study. Also, estimation of the stress-strength parameter is investigated. Usefulness of the distribution among other models is illustrated by tting two failure data sets and using some goodness-of- t measures.