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Peter W. MacDonald

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Preprint Aug 2026

Inference for subgraph densities in noisy dynamic networks

By specifying a stochastically evolving hidden Markov network model, this work addresses two important directions for further investigation identified by Chang et al. (2022): robustness to non-identical network replicates, and efficient aggregation of multiple available network snapshots.

Peter W. MacDonald, E. Kolaczyk · 1 citation

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