CausalML BookCausal ML BookVictor Chernozhukov, Christian Hansen, Nathan Kallus, Martin Spindler, Vasilis Syrgkanis An introduction to the emerging fusion of machine learning and causal inference. The book introduces ideas from classical structural equation models (SEMs) and their modern AI equivalent, directed acyclical graphs (DAGs) and structural causal models (SCMs), and presents Double/Debiased Machine Le
