1403/02/07
مهران نقی زاده قمی

مهران نقی زاده قمی

مرتبه علمی: دانشیار
ارکید:
تحصیلات: دکترای تخصصی
اسکاپوس:
دانشکده: دانشکده علوم ریاضی
نشانی:
تلفن: 01135302473

مشخصات پژوهش

عنوان
Bayesian shrinkage estimation based on Rayleigh type-II censored data
نوع پژوهش
JournalPaper
کلیدواژه‌ها
Bayes shrinkage estimator; censored data; Rayleigh distribution; squared log error loss function
سال
2017
مجله COMMUNICATIONS IN STATISTICS-THEORY AND METHODS
شناسه DOI
پژوهشگران Mehran Naghizadeh Qomi

چکیده

In this paper, we construct a Bayes shrinkage estimator for the Rayleigh scale parameter based on censored data under the squared log error loss function. Risk-unbiased estimator is derived and its risk is computed. A Bayes shrinkage estimator is obtained when a prior point guess value is available for the scale parameter. Risk-bias of the Bayes shrinkage estimator is considered. A comparison between the proposed Bayes shrinkage estimator and the risk-unbiased estimator is provided using calculation of the relative efficiency. A numerical example is presented for illustrative and comparative purposes.