Stacked SVD or SVD stacked? A Random Matrix Theory perspective on data integration

Tavor Z. Baharav, Phillip B. Nicol, Rafael A. Irizarry +1

Modern data analysis increasingly requires identifying shared latent structure across multiple high-dimensional datasets. A commonly used model assumes that the data matrices are n…