14 آذر 1404
مراد عليزاده

مراد علیزاده

مرتبه علمی: دانشیار
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 Generalized Odd Generalized Exponential Family of Distributions: Properties, Characterizations and Application
نوع پژوهش مقالات در نشریات
کلیدواژه‌ها
Characterizations, Generalized Odd Generalized exponential-G Family, Generating Function, Maximum Likelihood Estimation, Moments, Quantile function
مجله Journal of data science
شناسه DOI https://doi.org/10.6339/JDS.201707_15(3).0005
پژوهشگران مراد علیزاده (نفر اول) ، ایندرانیل قوش (نفر دوم) ، هیثم یوسف (نفر سوم) ، مهدی راسخی (نفر چهارم) ، غلامحسین همدانی (نفر پنجم)

چکیده

We introduce a new class of distributions called the generalized odd generalized exponential family. Some of its mathematical properties including explicit expressions for the ordinary and incomplete moments, quantile and generating functions, R𝑒́nyi, Shannon and q-entropies, order statistics and probability weighted moments are derived. We also propose bivariate generalizations. We constructed a simple type Copula and intro-duced a useful stochastic property. The maximum likelihood method is used for estimating the model parameters. The importance and flexibility of the new family are illustrated by means of two applications to real data sets. We assess the performance of the maximum likelihood estimators in terms of biases and mean squared errors via a simulation study.