A multivariate approach to the integration of multi-omics datasets
Culhane, Aedín C
Gholami, Amin Moghaddas
- Publisher: BioMed Central
(issn: 1471-2105, eissn: 1471-2105)
Molecular Biology | Methodology Article | Visualization | Biochemistry | Computer Science Applications | Multivariate analysis | Multiple co-inertia | Data integration | Omic data
Background: To leverage the potential of multi-omics studies, exploratory data analysis methods that provide systematic integration and comparison of multiple layers of omics information are required. We describe multiple co-inertia analysis (MCIA), an exploratory data ...