Networks are an increasingly common data structure, and their growing popularity demands the development of new statistical methodology. In this talk I'll discuss several projects motivated by applications in human neuroimaging that develop statistical tools for analyzing a sample of networks and associated unit-level covariates. In this setting, a unit of observation is a person, unit-level...