Necessary and sufficient graphical conditions for optimal adjustment sets in causal graphical models with hidden variables.

Published in: NeurIPS (2021)

Keyphrases

models with hidden variables
hidden variables
graphical models
probabilistic model
bayesian networks
optimal solution
sufficient conditions
random variables
latent variables
data sets
principal component analysis
co occurrence
generative model
closed form
exponential family