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 beta Nadarajah-Haghighi distribution
نوع پژوهش مقالات در نشریات
کلیدواژه‌ها
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مجله Hacettepe Journal of Mathematics and Statistics
شناسه DOI
پژوهشگران C?cero Dias (نفر اول) ، مراد علیزاده (نفر دوم) ، Gauss Cordeiro (نفر سوم)

چکیده

Recently, there has been a great interest among statisticians and applied researchers in constructing exible distributions for better modeling non-monotone failure rates. We study a lifetime model of the beta generated family, called the beta Nadarajah-Haghighi distribution, which can be used to model survival data. The proposed model includes as special models some important distributions. The hazard rate function is an important quantity characterizing life phenomena. Its hazard function can be constant, decreasing, increasing, upsidedown bathtub and bathtub-shaped depending on the parameters. We provide a comprehensive mathematical treatment of the new distribution and derive explicit expressions for some of its basic mathematical quantities. The method of maximum likelihood is used for estimating the model parameters and a small Monte Carlo simulation is conducted. We t the proposed model to two real data sets to prove empirically its exibility as compared to other lifetime distributions.