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Theoretical and Computational Aspects of Mixture Models, with Applications to Empirical Bayes Methods
DownloadFall 2018
This thesis studies mixture models, in particular the estimation of mixing distributions and their applications to empirical Bayes prediction. The objectives are two-fold: to study the large-sample property of empirical Bayes estimators; to develop algorithms for the nonparametric estimation of...
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