Browse Dissertations and Theses - Statistics by Contributor "Li, Bo"

  • Shand, Lyndsay Elizabeth (2017-04-13)
    Spatial and spatio-temporal data are presented in a variety of forms and require a unique set of techniques to analyze. The goal of such analyses is often to estimate the spatial and/or temporal dependency structures of ...

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  • Lee, Chung Eun (2017-06-30)
    In this thesis, we focus on inference problems for time series and functional data and develop new methodologies by using new dependence metrics which can be viewed as an extension of Martingale Difference Divergence (MDD) ...

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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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