2 papers
math.ST2020
Identifiability and consistency of network inference using the hub model and variants
Yunpeng Zhao, Peter Bickel, Charles Weko
Statistical network analysis primarily focuses on inferring the parameters of an observed network. In many applications, especially in the social sciences, the observed data is the…
stat.AP2018
Penalized Component Hub Models
Charles Weko, Yunpeng Zhao
Social network analysis presupposes that observed social behavior is influenced by an unobserved network. Traditional approaches to inferring the latent network use pairwise descri…