Font Size: a A A

Bayesian Estimation Of Life Distribution Under Censoring Test

Posted on:2018-12-11Degree:MasterType:Thesis
Country:ChinaCandidate:C Y ZhangFull Text:PDF
GTID:2310330515996133Subject:Statistics
Abstract/Summary:PDF Full Text Request
Censoring test is an important investigation method in reliability analysis.In this article,the Bayes method is used to estimate the parameters of certain distributions based on type-II censored data and random censored data.For the Poisson-Lomax distribution,the Bayes estimations are studied based on type-II censored data from the view of statistical decision.Two kind of loss functions are used,simulations of Bayes estimation and maximum likelihood estimation are given.For the modified Weibull distribution,the Bayes estimations are studied based on random censored data from the view of statistical inference.The MCMC method is ap-plied to carry out a Bayesian estimation procedure.Bayes estimates and the probability intervals are obtained,simulations of both Bayes estimation and maximum likelihood estimation are given for comparison.
Keywords/Search Tags:type-II censoring, random censoring, Poisson-Lomax distribution, modified Weibull distribution, Bayes estimation, MCMC method
PDF Full Text Request
Related items