A model averaging estimator for DAGs in Gaussian graphical models achieves asymptotic optimality, weight consistency, parameter consistency, and consistency even under complete misspecification of all candidate graphs.
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Estimation of Directed Acyclic Graphs by Frequentist Model Averaging
A model averaging estimator for DAGs in Gaussian graphical models achieves asymptotic optimality, weight consistency, parameter consistency, and consistency even under complete misspecification of all candidate graphs.