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 Topp-Leone Gompertz-G family of distributions with applications
نوع پژوهش مقالات در نشریات
کلیدواژه‌ها
Topp-leone distribution, Gompertz-G, Maximum likelihood estimation
مجله JOURNAL OF STATISTICS & MANAGEMENT SYSTEMS
شناسه DOI 10.1080/09720510.2021.1972623
پژوهشگران بروداریک الویده (نفر اول) ، سیمبراشه چامونوروا (نفر دوم) ، فاستل چیپیپا (نفر سوم) ، مراد علیزاده (نفر چهارم)

چکیده

A new extension of the Topp-Leone distribution is developed to produce a new family of distributions, namely Topp-Leone Gompertz-G distribution. Some of its structural properties including expansion of density, distribution of order statistics, Renyi entropy, moments, quantile, and generating functions are derived. We considered four special cases of the new distribution and we conclude that the distribution can handle heavy tailed data and non-monotonic hazard rate functions. A simulation study was conducted to examine the performance of the special case of the proposed family of distributions. Two lifetime data examples are included in this article to illustrate the applicability of the proposed model in comparison with other competing non-nested models.