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 The Odd Log-Logistic Transmuted-G family of distributions: Properties, Characterizations, Applications and Different Methods of Estimation
نوع پژوهش مقالات در نشریات
کلیدواژه‌ها
Odd log-logistic-G family; Transmuted-G family; Estimation; Characterization
مجله Statistics, Optimization and Information Computing
شناسه DOI 10.19139/soic-2310-5070-1182
پژوهشگران مراد علیزاده (نفر اول) ، مهدی راسخی (نفر دوم) ، هیثم یوسف (نفر سوم) ، غلامحسین همدانی (نفر چهارم) ، علیرضا عطایی (نفر پنجم)

چکیده

In this work, we propose a new class of lifetime distributions called the odd log-logistic transmuted-G family. The proposed family of distributions is constructed by compounding the odd log-logistic distribution with the transmuted distribution. It can provide better fits than some of the known lifetime models and this fact represents a good characterization of this new family. Some characterizations for the new family are presented as well as some of its mathematical properties including. The maximum likelihood, Least squares and weighted least squares, Cramr–von–Mises, Anderson-Darling and right-tailed Anderson-Darlingare and maximum product of spacings methods are used for estimating the model parameters. The importance and flexibility of the new family are illustrated by means of an application to a real data set.