Browse Dissertations and Theses - Statistics by Contributor "Zhu, Ruoqing"

  • Zhu, Xiaolu (2017-05-31)
    Personalization has broad applications in many fields these days. Due to significant subject variations, it has become critical to incorporate subjects' heterogeneous characteristics in order to efficiently allocate ...

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  • Tang, Xiwei (2017-07-13)
    Individualized modeling and multi-modality data integration have experienced an explosive growth in recent years, which have many important applications in biomedical research, personalized education and marketing. ...

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  • Ouyang, Yunbo (2018-03-28)
    Learning sparsity pattern in high dimension is a great challenge in both implementation and theory. In this thesis we develop scalable Bayesian algorithms based on EM algorithm and variational inference to learn sparsity ...

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  • Biscarri, William (2019-12-03)
    We propose new methods and frameworks for approaching three different statistical sequence problems. The first is a tree-based computational method for calculating the Poisson Binomial distribution function, which is the ...

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  • Xue, Fei (2019-07-08)
    Modern applications of statistical approaches involve high-dimensional complex data, where variable selection plays an important role for model construction. In this thesis, we address the following challenging issues for ...

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