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

Nicolò Ruggeri, Caterina De Bacco

We perform an extensive analysis of how sampling impacts the estimate of several relevant network measures. In particular, we focus on how a sampling strategy optimized to recover…