Bounding Causal Effects with Leaky Instruments.

David S. Watson Jordan Penn Lee M. Gunderson Gecia Bravo Hermsdorff Afsaneh Mastouri Ricardo Silva

Published in: CoRR (2024)

Keyphrases

causal effects
structural equation models
causal relations
linear models
causal relationships
upper bound
observational data
causal models
decision making
learning algorithm
bayesian networks
supervised learning
causal discovery