2 papers
stat.CO2026
nethist: An R package for Nonparametric Graphon Estimation via Network Histograms
Youngseok Song, Sofia C. Olhede
Understanding the generative mechanism of real-world networks is crucial for analyzing connection patterns and making inference from network data. Graphons are widely used to model…
stat.ME2026
Joint Estimation of Sparse Multilayer Networks via Graph Limits
Youngseok Song, Sofia C. Olhede
Network datasets in modern applications often involve multiple types of interactions occurring over a shared set of individuals. Characterizing the generating mechanisms of these i…