We present a novel hierarchical framework, HAllA (Hierarchical All-against-All association testing) which integrates hierarchical hypothesis testing with FDR correction to reveal significant linear and non-linear block-wise relationships among continuous and/or categorical data.
High-sensitivity pattern discovery in large, paired multiomic datasets
June 27, 2022