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My primary research interests lie in developing flexible, robust and computationally efficient statistical methodologies for solving problems arising from large-scale data with complex features, such as high-dimensional, longitudinal, functional, heterogeneous or spatially and/or temporally correlated data. These statistical methodologies have important applications in many areas, such as engineering, genetics, geography, financial economics, meteorology, environmental, neuroimaging and biomedical science.


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