Search Results for author: William N. Frost

Found 1 papers, 0 papers with code

The Importance of Being Correlated: Implications of Dependence in Joint Spectral Inference across Multiple Networks

no code implementations1 Aug 2020 Konstantinos Pantazis, Avanti Athreya, Jesús Arroyo, William N. Frost, Evan S. Hill, Vince Lyzinski

We describe how this omnibus embedding can itself induce correlation, leading us to distinguish between inherent correlation -- the correlation that arises naturally in multisample network data -- and induced correlation, which is an artifice of the joint embedding methodology.

Time Series Analysis

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