most citedEstimating high-dimensional intervention effects from observational data

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math.ST2005

Estimating high-dimensional directed acyclic graphs with the PC-algorithm

Markus Kalisch, Peter Buehlmann

We consider the PC-algorithm Spirtes et. al. (2000) for estimating the skeleton of a very high-dimensional acyclic directed graph (DAG) with corresponding Gaussian distribution. Th…