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Omitted Variable Bias in Machine Learned Causal Models.
Victor Chernozhukov
Carlos Cinelli
Whitney Newey
Amit Sharma
Vasilis Syrgkanis
Published in:
CoRR (2021)
Keyphrases
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causal models
observed variables
causal discovery
structural model
conditional independence
causal relations
causal inference
structural equation models
causal relationships
causal reasoning
causal graph
causal structure
tractable cases
directed acyclic graph
model selection
sensitivity analysis