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Table 1 Simulation (i)—only continuous nodes

From: DAGBagM: learning directed acyclic graphs of mixed variables with an application to identify protein biomarkers for treatment response in ovarian cancer

Method

Total # of false edges

DAGBagM

5.7 (2.83)

HC

1995.6 (2.12)

PC-alg

946.5 (12.47)

MMHC

4199.6 (45.7)

  1. True DAG: \(p=1000\) nodes, \(\parallel E\parallel =0\) edge; sample size \(n = 250\). The reported numbers are averaged over 100 replicates and the numbers in parentheses are standard deviations