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 A new extension of power Lindley distribution for analyzing bimodal data
نوع پژوهش مقالات در نشریات
کلیدواژه‌ها
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مجله CHILEAN JOURNAL OF STATISTICS
شناسه DOI
پژوهشگران سید محمد تقی کامل میرمصطفایی (نفر اول) ، مراد علیزاده (نفر دوم) ، ایندرانیل قوش (نفر سوم)

چکیده

In this article, we introduce a new three-parameter odd log-logistic power Lindley dis- tribution and discuss some of its properties. These include the shapes of the density and hazard rate functions, mixture representation, the moments, the quantile function, and order statistics. Maximum likelihood estimation of the parameters and their estimated asymptotic standard errors are derived. Three algorithms are proposed for generating random data from the proposed distribution. A simulation study is carried out to ex- amine the bias and mean square error of the maximum likelihood estimators of the parameters. An application of the model to two real data sets is presented finally and compared with the fit attained by some other well-known two and three-parameter dis- tributions for illustrative purposes. It is observed that the proposed model has some advantages in analyzing lifetime data as compared to other popular models in the sense that it exhibits varying shapes and shows more flexibility than many currently available distributions.