1403/03/31
سیدمحمدتقی کامل میرمصطفائی

سیدمحمدتقی کامل میرمصطفائی

مرتبه علمی: دانشیار
ارکید: https://orcid.org/0000-0003-2796-4427
تحصیلات: دکترای تخصصی
اسکاپوس:
دانشکده: دانشکده علوم ریاضی
نشانی:
تلفن: 01135302428

مشخصات پژوهش

عنوان
Parameter estimation for the exponential-Poisson distribution based on ranked set samples
نوع پژوهش
JournalPaper
کلیدواژه‌ها
Loss function, maximum ranked set sampling with unequal samples, Metropolis-Hastings within Gibbs algorithm, ranked set samples
سال
2021
مجله COMMUNICATIONS IN STATISTICS-THEORY AND METHODS
شناسه DOI
پژوهشگران Abolfazl Joukar ، Masoumeh Ramezani ، S.M.T.K. MirMostafaee

چکیده

In this paper, we discuss the point and interval estimation of the parameters of the exponential-Poisson distribution based on simple random samples, ranked set samples and maximum ranked set sampling procedure with unequal sample sizes. The maximum likelihood and Bayesian approaches are considered to derive the estimators. It seems that the Bayesian point estimates cannot be expressed in explicit forms, thus we propose the Metropolis-Hastings within Gibbs algorithm to approximate these estimates. A simulation study, as well as an example, are presented to evaluate and compare the proposed estimators. The paper ends with some remarks