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DirectLiNGAM: A Direct Method for Learning a Linear Non-Gaussian Structural Equation Model

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Figure

Figure 1: Left: Scatterplots of the estimated bij by DirectLiNGAM versus the true values for sparsenetworks
Table 1: Median distances (Frobenius norms) between true B and estimated B of DirectLiNGAMand ICA-LiNGAM with five replications.
Table 2: Median computational times (CPU times) of DirectLiNGAM and ICA-LiNGAM with fivereplications.
Figure 2: Left: Scatterplots of the estimated bij by DirectLiNGAM versus the true values for dense(full) networks
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