Epidemiological Causal Graph Identification: Challenges, Identifiability and Algorithms

Sambit Mishra, Yingying Wang, Christine K. Johnson +1

Causal discovery from observational data is fundamental to statistics and machine learning, yet determining causal direction without interventions necessitates structural assumptio…