Direct estimation and inference of higher-level correlations from lower-level measurements with applications in gene-pathway and proteomics studies

Yue Wang, Haoran Shi

This paper tackles the challenge of estimating correlations between higher-level biological variables (e.g., proteins and gene pathways) when only lower-level measurements are dire…