Learning Massive-scale Partial Correlation Networks in Clinical Multi-omics Studies with HP-ACCORD

Sungdong Lee, Joshua Bang, Youngrae Kim +3

Graphical model estimation from multi-omics data requires a balance between statistical estimation performance and computational scalability. We introduce a novel pseudolikelihood-…