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Selective Inference for Sparse Graphs via Neighborhood Selection

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Neighborhood selection is a widely used method used for estimating the support set of sparse precision matrices, which helps determine the conditional dependence structure in undirected graphical models. However, reporting only point estimates for the estimate... ...