On the Validity of Covariate Adjustment for Estimating Causal Effects

Ilya Shpitser Tyler J. VanderWeele James M. Robins

Published in: CoRR (2012)

Keyphrases

causal effects
structural equation models
causal relations
linear models
causal relationships
real world
machine learning
face recognition
bayesian networks
probabilistic inference