157 citations · 620 across the 41 of their papers we have counts for
3 papers · 2 filters
OCEAN: Flexible Feature Set Aggregation for Analysis of Multi-omics Data
Mitra Ebrahimpoor, Renee Menezes, Ningning Xu +1
Integrated analysis of multi-omics datasets holds great promise for uncovering complex biological processes. However, the large dimension of omics data poses significant interpreta…
Robust Inference for Generalized Linear Mixed Models: An Approach Based on Score Sign Flipping
Angela Andreella, Jelle Goeman, Jesse Hemerik +1
Despite the versatility of generalized linear mixed models in handling complex experimental designs, they often suffer from misspecification and convergence problems. This makes in…
On the error control of invariant causal prediction
Jinzhou Li, Jelle J Goeman
Invariant causal prediction provides a useful framework for identifying causal predictors of a response using heterogeneous data from multiple environments. One valuable property o…