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Estimating High-Dimensional Directed Acyclic Graphs with the PC-Algorithm
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2007
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Directed GraphGeometric Graph TheoryNetwork ScienceGraph TheoryEngineeringAlgebraic Graph TheoryStructural Graph TheoryEquivalence ClassNetwork AnalysisEducationComputational ComplexityAcyclic GraphComputer ScienceGaussian DistributioDiscrete MathematicsCombinatorial OptimizationComputational GeometryGraph Algorithm
We consider the PC-algorithm (Spirtes et al., 2000) for estimating the skeleton and equivalence class of a very high-dimensional directed acyclic graph (DAG) with corresponding Gaussian distributio...