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Showing 1 to 2 of 2 for “"Bayes statistics"”.
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Tree-based Methods for Learning Probability Distributions
… is a fundamental inferential task in statistics but challenging if a data distribution of our interest is complicated and high-dimensional. Addressing this challenging problem is the main topic of this thesis, and mainly discussed herein are two types of new tree-based methods: a …
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Statistical co-analysis of high-dimensional association studies
… studies. Firstly, I developed methodology for a Bayesian conditional false discovery rate (cFDR) for levering GWAS results using summary statistics from a related disease. I extended an existing method to enable a shared control design, increasing power and applicability, and developed an …