26 آبان 1403
مراد عليزاده

مراد علیزاده

مرتبه علمی: استادیار
نشانی: دانشکده مهندسی سیستم های هوشمند و علوم داده - گروه آمار
تحصیلات: دکترای تخصصی / امار ریاضی
تلفن: 0
دانشکده: دانشکده مهندسی سیستم های هوشمند و علوم داده

مشخصات پژوهش

عنوان An Extended Lindley Distribution with Application to Lifetime Data withBayesian Estimation
نوع پژوهش مقالات در نشریات
کلیدواژه‌ها
Bayesian estimation, Failure-time, Gibbs sampling, Lifetime data, Lindley distribution Maximum likelihoodestimation
مجله Statistics, Optimization and Information Computing
شناسه DOI 0.19139/soic-2310-5070-1179
پژوهشگران مراد علیزاده (نفر اول) ، وحید رنجبر (نفر دوم) ، عباس افتخاریان (نفر سوم) ، امید خوارزمی (نفر چهارم)

چکیده

A four-parameter extended of Lindley distribution with application to lifetime data is introduced. It is calledextended Marshal-Olkin generalized Lindley distribution. Some mathematical properties such as moments, skewness,kurtosis and extreme value are derived. These properties with plots of density and hazard functions are shown the highflexibility of the mentioned distribution. The maximum likelihood estimations of proposed distribution parameters withasymptotic properties of these estimations are examined. A simulation study to investigate the performance of maximumlikelihood estimations is presented. Moreover, the performance and flexibility of the new distribution are investigated bycomparing with several generalizations of Lindley distribution through two real data sets. Finally, Bayesian analysis andefficiency of Gibbs sampling are provided based on the two real data sets