08 خرداد 1402
سيدمحمدتقي كامل ميرمصطفائي

سیدمحمدتقی کامل میرمصطفائی

مرتبه علمی: دانشیار
نشانی: دانشگاه مازندران-دانشکده علوم ریاضی- گروه آمار
تحصیلات: دکترای تخصصی / آمار
تلفن: 01135302428
دانشکده: دانشکده علوم ریاضی

مشخصات پژوهش

عنوان On the order statistics of exponentiated moment exponential distribution and associated inference
نوع پژوهش مقاله چاپ شده
کلیدواژه‌ها
Best linear unbiased estimation, exponentiated moment exponential (EME) distribution, order statistics, prediction, product moments, single moments
مجله JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION
شناسه DOI 10.1080/00949655.2021.1991927
پژوهشگران زوبر اختر (نفر اول) ، سیدمحمدتقی کامل میرمصطفائی (نفر دوم) ، احسان ارمز (نفر سوم)

چکیده

Explicit algebraic expressions for both single and product moments of order statistics from the exponentiated moment exponential (EME) distribution are derived. By using these expressions, we have computed the means, variances and covariances of order statistics for n = 1(1)10 and for arbitrarily chosen parameter values. Further, these moments are used to determine the best linear unbiased estimators (BLUEs) and best linear invariant estimators (BLIEs) of the location and scale parameters based on complete as well as Type-II right censored samples. Prediction of unobserved order statistics in Type-II right censored samples is also discussed. A simulation study and a real data example are presented for the sake of comparison and illustration. The concluding remarks are given at the end.