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stat.ME2020
Bayesian Integrative Analysis and Prediction with Application to Atherosclerosis Cardiovascular Disease
Thierry Chekouo, Sandra E. Safo
Cardiovascular diseases (CVD), including atherosclerosis CVD (ASCVD), are multifactorial diseases that present a major economic and social burden worldwide. Tremendous efforts have…
stat.ME2019
Sparse Linear Discriminant Analysis for Multi-view Structured Data
Sandra E. Safo, Eun Jeong Min, Lillian Haine
Classification methods that leverage the strengths of data from multiple sources (multi-view data) simultaneously have enormous potential to yield more powerful findings than two s…
stat.ME2016
Integrative analysis of transcriptomic and metabolomic data via sparse canonical correlation analysis with incorporation of biological information
Sandra E. Safo, Shuzhao Li, Qi Long
Integrative analyses of different high dimensional data types are becoming increasingly popular. Similarly, incorporating prior functional relationships among variables in data ana…