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For a graph and a positive integer , let be the size of a subgraph of induced by a randomly sampled subset of vertices. Second-order moments of encode part of the structure of . We use this fact, coupled to classical moment inequalities, to prove graph theoretical results, to give combinatorial identities, to bound the size of the -densest subgraph from below and the size of the -sparsest subgraph from above, and to provide bounds for approximate enumeration of trivial subgraphs.

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