This document provides complete proofs for the theoretical results in “Differential Privacy Statistical Inference for a Directed Network Model with Covariates∗”.
Many lifeline infrastructure systems consist of thousands of components configured in a complex directed network. Disruption of the infrastructure constitutes a recurrent failure process over a direct
The focus of this work is on estimation of the in-degree distribution in directed networks from sampling network nodes or edges. A number of sampling schemes are considered, including random sampling
