The paper characterizes induced graphs with latent parents and establishes necessary and sufficient conditions for causal invariance to identify observed parents in multivariate Gaussian targets.
and Richardson, Thomas S
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Causal invariance in graphical models with latent variables
The paper characterizes induced graphs with latent parents and establishes necessary and sufficient conditions for causal invariance to identify observed parents in multivariate Gaussian targets.