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Table 1 QAP on synthetic dyad-attributed network (multiplex): List of correlation coefficients for each hypothesis tested. Last two columns show ranking of hypotheses according to JANUS for the local and global models. By omitting the uniform hypothesis in JANUS (rank 7) we can see that the ranking of hypotheses by correlation aligns with the rankings given by JANUS for the multiplex given in Section “Synthetic multiplex network

From: JANUS: A hypothesis-driven Bayesian approach for understanding edge formation in attributed multigraphs

Hypothesis Correlation Coefficient P-Value JANUS Ranking Local JANUS Ranking Global
Epsilon10p 0.939 0.0** 1 1
Epsilon20p 0.863 0.0** 2 2
Epsilon30p 0.787 0.0** 3 3
Epsilon40p 0.704 0.0** 4 4
Epsilon50p 0.636 0.0** 5 5
Epsilon60p 0.461 0.0** 6 6
Epsilon70p 0.352 0.0** 8 8
Epsilon80p 0.242 0.0** 9 9
Epsilon90p 0.142 0.0** 10 10
Epsilon100p 0.010 0.238 11 11
  1. Statistically highly significant p-values (p<0.001) are marked by (**)