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Application Of EM Algorithm In Semiparametric Model With Missing Response

Posted on:2010-07-05Degree:MasterType:Thesis
Country:ChinaCandidate:Y G J OuFull Text:PDF
GTID:2120360275488575Subject:Probability theory and mathematical statistics
Abstract/Summary:PDF Full Text Request
In this paper,wc combine empirical likelihood and EM algotithm to deal with semiparamctric model with missing response,otherwise,we give estimations without auxiliary information and also give parametric estimations with auxiliary information for model's parameters,mcanwhile,under different response,rates,we compare will,rillS;rent methods by simulation,from the simulation results, It can be concluded that EM algotithm is the best way to deal with semiparametric model with missing response.
Keywords/Search Tags:empirical likelihood, conditional distribution, conditional expection, scmiparamatic model, EM algorithm
PDF Full Text Request
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