Browsing Electronic Theses and Dissertations by Author "Yang, Hongxia"

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Nonparametric Bayes Models for High-Dimensional and Sparse Data

Yang, Hongxia (2010)

<p>Bayesian nonparametric methods are useful for modeling data without having to define the complexity of the entire model a priori, but rather allowing for this complexity determined by the data. We consider novel ...