Estimating network degree distributions under sampling: An inverse problem, with applications to monitoring social media networks

Yaonan Zhang, Eric D. Kolaczyk, Bruce D. Spencer

Networks are a popular tool for representing elements in a system and their interconnectedness. Many observed networks can be viewed as only samples of some true underlying network…