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Browse Dissertations and Theses - Statistics by Contributor "Simpson, Douglas G"
Now showing items 1-6 of 6
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(2017-07-14)The study of dependence for high dimensional data originates in many different areas of contemporary research. While a lot of existing work focuses on measuring the linear dependence and monotone dependence for fixed ...
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(2016-06-14)Large-scale complex data have drawn great attention in recent years, which play an important role in information technology and biomedical research. In this thesis, we address three challenging issues: sufficient dimension ...
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(2017-07-10)Functional data arise frequently in numerous scientific fields with the development of modern technology. Accordingly, functional data analysis to extract information on curves or functions is an important area for ...
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Sampling for conditional inference on contingency tables, multigraphs, and high dimensional tables (2016-07-08)We propose new sequential importance sampling methods for sampling contingency tables with fixed margins, loopless, undirected multigraphs, and high-dimensional tables. In each case, the proposals for the method are ...
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(2016-07-08)This dissertation is divided into two parts, concerning two areas of statistical methodology. The first part of this dissertation concerns statistical analysis of networks with community structure. The second part of this ...
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(2019-04-19)Monte Carlo methods are widely used in statistical computing area to solve different problems. Social network analysis plays an importance role in many fields. In this dissertation, we focus on improving the efficiency of ...
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Now showing items 1-6 of 6