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stacked regression
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TIGAR-V2 with nonparametric Bayesian eQTL weights estimated from GTEx V8 & Leveraging multiple reference panels to improve TWAS power by ensemble machine learning
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Year
Spring 2021
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School
Rollins School of Public Health
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Department
Biostatistics
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Degree
M.S.P.H.
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Submission Type
Master's Thesis
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Research Field
Biology, Biostatistics
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Biology, Genetics
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Committee
Jingjing Yang, Emory University
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Michael Epstein, Emory University
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Keyword
Non-parametric Bayesian Dirichlet process regression
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TWAS
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Transcriptome-wide association study
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cis-eQTL
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eQTL
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