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Vertex misalignment and changepoint localization in network time series

Chen, Tianyi et al.
arXiv (All) · Papers
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62g05methodologystatistics-theory
Inference for time series of networks often relies on accurate vertex correspondence between network realizations at different times. In practice, such vertex alignments can be misspecified or unknown. We study the impact of errorful vertex alignment on changepoint localization for dynamic networks
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