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Assessing the effect of E-Bayesian inference for Poisson inverse exponential distribution parameters under different loss functions and its application.

Authors :
Pathak, Anurag
Kumar, Manoj
Singh, Sanjay Kumar
Singh, Umesh
Source :
Communications in Statistics: Theory & Methods; 2022, Vol. 51 Issue 17, p5763-5805, 43p
Publication Year :
2022

Abstract

This paper present E-Bayesian and Bayesian estimators of parameters of Poisson inverse exponential distribution (PIED) under Squared error loss function (SELF), General entropy loss function (GELF) and Linear Exponential loss function (LINEX) for progressive type-II censored data with binomial removals (PT-II CBRs). The E-Bayesian and corresponding Bayesian estimators are compared in terms of their risks based on simulated samples from PIED. The proposed methodology is applied to survival time of multiple myeloma patients data. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
03610926
Volume :
51
Issue :
17
Database :
Complementary Index
Journal :
Communications in Statistics: Theory & Methods
Publication Type :
Academic Journal
Accession number :
158387549
Full Text :
https://doi.org/10.1080/03610926.2020.1847293