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Two population of graph test

Open jovo opened this issue 3 years ago • 1 comments

Let's say we have 2 populations of matched graphs, and we want to test whether elements of P or B are different across the two populations (P is the IER probability matrix and B is the SBM matrix). Assume that communities are given (either estimated or provided). It would include doing the BH multiple test correction.

@ebridge2 @v715 @j1c

jovo avatar Apr 06 '22 16:04 jovo

In MCC, we say if the graphs are weighted, run DCorr on the weights for each edge/community and correct with BH.

If the graphs are unweighted, you should just use the likelihood ratio test for \hat\theta_1 = \hat\theta_2, then correct with BH, no? (The \theta s are the the probabilities for an edge/community)

eigenvivek avatar Jul 02 '22 15:07 eigenvivek