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Mehran Naghizadeh Qomi

Mehran Naghizadeh Qomi

Academic rank: Associate Professor
ORCID:
Education: PhD.
ScopusId:
HIndex: 0/00
Faculty: Faculty of Mathematical Sciences
Address: Department of Statistics - University of Mazandaran - Babolsar- Iran
Phone: 01135302473

Research

Title
Comparison of Bayesian and E- Bayesian estimators of the reliability using different loss functions
Type
Thesis
Keywords
Bayesian estimation, E-Bayesian estimation, E-posterior risk, Loss function, Reliability.
Year
2022
Researchers Zainab Faqid Annon(Student)، azadeh kiapour(Advisor)، Mehran Naghizadeh Qomi(PrimaryAdvisor)

Abstract

In statistical inference, we usually use classical methods for estimation of an interesting parameter such as maximum likelihood method. But, in some situations, the parameter is not fixed and is a random variable. Therefore, we use Bayesian method for estimation by considering a prior distribution for parameter and compute posterior distribution. Recently, an alternative approach, E-Bayesian estimation, was proposed. In this thesis, we are interesting to estimate Bayesian and E-Bayesian of the reliability with binomial distribution and compare them using E-posterior risk under different loss functions.