Proves node subsampling asymptotically approximates joint distribution of network moments under sparse graphon, enabling two-sample tests for unmatchable networks with unequal densities.
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Multivariate Inference of Network Moments by Subsampling
Proves node subsampling asymptotically approximates joint distribution of network moments under sparse graphon, enabling two-sample tests for unmatchable networks with unequal densities.