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- W2000289311 abstract "The PC-algorithm was shown to be a powerful method for estimating the equivalence class of a potentially very high-dimensional acyclic directed graph (DAG) with the corresponding Gaussian distribution. Here we propose a computationally eficient robustification of the PC-algorithm and prove its consistency. Furthermore, we compare the robustified and standard version of the PC-algorithm on simulated data using the new corresponding R package pcalg." @default.
- W2000289311 created "2016-06-24" @default.
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- W2000289311 date "2008-12-01" @default.
- W2000289311 modified "2023-09-27" @default.
- W2000289311 title "Robustification of the PC-Algorithm for Directed Acyclic Graphs" @default.
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- W2000289311 doi "https://doi.org/10.1198/106186008x381927" @default.
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