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Integrative analysis of transcriptomic and metabolomic data via sparse canonical correlation analysis with incorporation of biological information |
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| Authors: | Sandra E. Safo Shuzhao Li Qi Long |
| Affiliation: | 1. Department of Biostatistics and Bioinformatics, Emory University, Atlanta, Georgia, U.S.A.;2. Department of Medicine, Division of Pulmonary, Allergy and Critical Care Medicine, Emory University, Atlanta, Georgia, U.S.A.;3. Department of Biostatistics, Epidemiology and Informatics, University of Pennsylvania, Philadelphia, U.S.A. |
| Abstract: | |
| Keywords: | Biological information Canonical correlation analysis High dimension Integrative analysis Low sample size Sparsity Structural information |