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Table 1.

Parameter values used to construct data-generating structures in simulation study.

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Table 2.

Aggregated performance measures by structure learning method.

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Fig 1.

Box plots of the proportion of matched edges for different simulation parameters and structure learning methods.

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Fig 2.

Boxplots of the normalized Structural Hamming Distance for different simulation parameters and structure learning methods.

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Fig 3.

Estimated additive Bayesian network for the empirical study analysis.

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Table 3.

Parameter estimates and 95% confidence intervals for all the local distributions in empirical study ABN.

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Table 3 Expand

Fig 4.

Forest plot of bootstrap 95% intervals for the intercept and all parent relationships to exercise minutes.

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Fig 4 Expand