مشخصات پژوهش

خانه /On Truncated Versions of the ...
عنوان
On Truncated Versions of the Xgamma Distribution: Various Estimation Methods and Statistical Modeling
نوع پژوهش مقالات در نشریات
کلیدواژه‌ها
lifetime distribution, truncated distribution, survival, maximum likelihood, order statistics
چکیده
In this article, we introduced the truncated versions (lower, upper and double) of xgamma distribution (Sen et al. 2016). In particular, different structural and distributional properties such as moments, popular entropy measures, order statistics and survival characteristics of the upper truncated xgamma distribution are discussed in detail. We briefly describe different estimation methods, namely the maximum likelihood, ordinary least squares, weighted least square and L-Moments. Monte Carlo simulation experiments are performed for comparing the performances of the proposed methods of estimation for both small and large samples under the lower, upper and double versions. Two applications are provided, the first one comparing estimation methods and the other for illustrating the applicability of the new model.
پژوهشگران ُوبهرادو سن (نفر اول)، مراد علیزاده (نفر دوم)، محمد ابورعیا (نفر سوم)، میرمعصوم علی میرمعصوم علی (نفر چهارم)، هیثم یوسف (نفر پنجم)، محمد ابراهیم (نفر ششم به بعد)