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Fig. 6 | Applied Network Science

Fig. 6

From: Sampling on networks: estimating spectral centrality measures and their impact in evaluating other relevant network measures

Fig. 6

Estimated parameters \(p, \alpha\) for the ERGM network with reciprocity (Holland and Leinhardt 1981; Park and Newman 2004) after sampling with different algorithms. The red horizontal line represents the real network parameter, while the blue one its estimate re-fitted on the full generated network, to account for variability in generating the network from this probabilistic model. Box plots represent results across 10 rounds of sampling

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