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Browsing Theses and Dissertations by Subject "Variable Selection"

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  • Shi, Minghui (2011)
    <p>In this thesis, we develop some Bayesian sparse learning methods for high dimensional data analysis. There are two important topics that are related to the idea of sparse learning -- variable selection and factor analysis. ...