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arXiv stat.ML · Papers

High-dimensional networks and mean squared error for possibly misspecified models

arXiv:2608.13171v1 Announce Type: new Abstract: To avoid missing important variables and their connections in networks, more and more variables are included in network analysis. Here we show that in a setting with many more parameters than observations (high-dimensional) it is possible to get a conservative (i.e., low