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The small-worldness index for the four networks and the four estimation methods pairwise correlations (red), lasso (green), ridge (orange), and shrinkage (blue), compared to the true value −− (black).

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posted on 2015-09-01, 04:11 authored by Verena D. Schmittmann, Sara Jahfari, Denny Borsboom, Alexander O. Savi, Lourens J. Waldorp

The thickness of the line represents the number of selected edges. Pairwise correlation networks always overestimate the small-worldness.

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