Nonparametric estimation of time-varying network connections by multi-stage smoothing

Jeonghwan Lee, Tianxi Li, Adam J. Rothman

We consider the problem of estimating the underlying edge probabilities of a time-varying network observed at multiple time points. The probability structure is represented by a ti…