In linear Gaussian causal models, the covariate adjustment set that minimizes finite-sample mean squared error can include invalid sets, and a new criterion plus graph-based pruning finds it.
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Finite sample-optimal adjustment sets in linear Gaussian causal models
In linear Gaussian causal models, the covariate adjustment set that minimizes finite-sample mean squared error can include invalid sets, and a new criterion plus graph-based pruning finds it.