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Estimation of latent network flows in bike-sharing systems

Estimation of latent network flows in bike-sharing systems

Estimation of latent network flows is a common problem in statistical network analysis. The typical setting is that we know the margins of the network, that is, in- and outdegrees, but the flows are unobserved. In this article, we develop a mixed regression model to estimate network flows in a …