مشخصات پژوهش

خانه /The Generalized Odd ...
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
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.
پژوهشگران مراد علیزاده (نفر اول)، ایندرانیل قوش (نفر دوم)، هیثم یوسف (نفر سوم)، مهدی راسخی (نفر چهارم)، غلامحسین همدانی (نفر پنجم)
تاریخ انجام 1401-05-13