CausalML Book

Causal 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

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機械学習　因果推論

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“Applied Causal Inference Powered by ML and AI”（MLとAIによる応用因果推論）（version 0.11：February 28, 2024版）という電子書籍が公開されています。arxivとか各所でも配布されています。