Browsing by Subject "Microbiome data analysis"
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SEMI-PARAMETRIC PRINCIPAL COMPONENT ANALYSIS FOR POISSON COUNT DATA WITH APPLICATION TO MICROBIOME DATA ANALYSIS
(2017-09-01)Principal Component Analysis (PCA) is a widely used tool for dimensional reduction and data visualization. However, it cannot be used directly for microbiome data. In this thesis, we aim to develop PCA for the underlying ...