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Fig. 4 | BMC Medical Research Methodology

Fig. 4

From: Treatment of missing data in Bayesian network structure learning: an application to linked biomedical and social survey data

Fig. 4

A toy example comparison across four skeleton networks (from left to right): original network, None (complete cases), SEM, and MICE. The original networks work as the reference network for comparison. Blue arcs indicate the arcs that are missed by methods but exist in the original network (\(False\;Negative\)). Red arcs represent the arcs that are additionally found by methods but not in the original network (\(False\;Positive\)). Bold arcs are found by methods that are also in the original network (\(True\;Positive\))

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BMC Medical Research Methodology

ISSN: 1471-2288

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