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
Parameter estimation for the exponential-Poisson distribution based on ranked set samples
نوع پژوهش سخنرانی
کلیدواژه‌ها
Loss function, maximum ranked set sampling with unequal samples, Metropolis-Hastings within Gibbs algorithm, ranked set samples
پژوهشگران سیدمحمدتقی کامل میرمصطفائی (سخنران)

چکیده

In this speech, 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