Alexander P Wu

Granger causal inference on DAGs identifies genomic loci regulating transcription

When a dynamical system can be modeled as a sequence of observations, Granger causality is a powerful approach for detecting predictive interactions between its variables. However, traditional Granger causal inference has limited utility in domains where the dynamics need to be represented as direct…