Statistical integration of heterogeneous omics data: Probabilistic two-way partial least squares (PO2PLS)

The availability of multi-omics data has revolutionized the life sciences by creating avenues for integrated system-level approaches. Data integration links the information across datasets to better understand the underlying biological processes. However, high dimensionality, correlations and heterogeneity pose statistical and computational...