Title : ( Bayesian prediction of order statistics with fixed and random sample sizes based on k-record values from Pareto distribution )
Authors: Ahmed R.Shafay , N. Balakrishnan , Jafar Ahmadi ,
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Abstract
In this paper, the two-parameter Pareto distribution is considered and the problem of prediction of order statistics from a future sample and that of its geometric mean are discussed. The Bayesian approach is applied to construct predictors based on observed $k$-record values for the cases when the future sample size is fixed and when it is random. Several Bayesian prediction intervals are derived. Finally, the results of a simulation study and a numerical example are presented for illustrating all the inferential procedures developed here.
Keywords
, Bayesian prediction; k, records; Order Statistics; Pareto distribution; Geometric mean; Random sample size.
@article{paperid:1045101,
author = {Ahmed R.Shafay and N. Balakrishnan and Ahmadi, Jafar},
title = {Bayesian prediction of order statistics with fixed and random sample sizes based on k-record values from Pareto distribution},
journal = {Communications in Statistics - Theory and Methods},
year = {2017},
volume = {46},
number = {2},
month = {March},
issn = {0361-0926},
pages = {721--735},
numpages = {14},
keywords = {Bayesian prediction; k-records; Order Statistics; Pareto distribution; Geometric mean; Random sample size.},
}
%0 Journal Article
%T Bayesian prediction of order statistics with fixed and random sample sizes based on k-record values from Pareto distribution
%A Ahmed R.Shafay
%A N. Balakrishnan
%A Ahmadi, Jafar
%J Communications in Statistics - Theory and Methods
%@ 0361-0926
%D 2017
