Recovery, detection and confidence sets of communities in a sparse stochastic block model

22 Oct 2018B. J. K. KleijnJ. van Waaij

Posterior distributions for community assignment in the planted bi-section model are shown to achieve frequentist exact recovery and detection under sharp lower bounds on sparsity. Assuming posterior recovery (or detection), one may interpret credible sets (or enlarged credible sets) as consistent confidence sets... (read more)

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