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Bayesian inference and prediction of the Rayleigh distribution based on ordered ranked set sampling.

Authors :
Kotb, Mohammed S.
Raqab, Mohammad Z.
Source :
Communications in Statistics: Simulation & Computation; 2018, Vol. 47 Issue 3, p905-923, 19p
Publication Year :
2018

Abstract

Based on ordered ranked set sample, Bayesian estimation of the model parameter as well as prediction of the unobserved data from Rayleigh distribution are studied. The Bayes estimates of the parameter involved are obtained using both squared error and asymmetric loss functions. The Bayesian prediction approach is considered for predicting the unobserved lifetimes based on a two-sample prediction problem. A real life dataset and simulation study are used to illustrate our procedures. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
03610918
Volume :
47
Issue :
3
Database :
Complementary Index
Journal :
Communications in Statistics: Simulation & Computation
Publication Type :
Academic Journal
Accession number :
129998903
Full Text :
https://doi.org/10.1080/03610918.2017.1300262