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  [SNA & Statistics] Why Standard Statistics Fail on Network Data

So how can we avoid biased results caused by network autocorrelation?

The key is to choose a statistical approach based on what your hypothesis is about and what form your data takes. In network analysis, this usually means distinguishing between two cases: analyzing relationships themselves, and analyzing attributes of nodes.

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