Sociology

Statistical learning of collections of networks with applications in ecology and sociology

This thesis deals with the development of statistical methods for the analysis of collections of interaction networks through three original contributions. Interaction networks are a natural way to represent in graph form the exchanges or …

Statistical learning of collections of networks with applications in ecology and sociology

This thesis deals with the development of statistical methods for the analysis of collections of interaction networks through three original contributions. Interaction networks are a natural way to represent in graph form the exchanges or …

A Stochastic Block Model for collection of networks: Do the networks share a common structure?

Un modéle à blocs stocastiques pour les réseaux multiniveaux

A stochastic block model approach for the analysis of multilevel networks: An application to the sociology of organizations

A multilevel network is defined as the junction of two interaction networks, one level representing the interactions between individuals and the other the interactions between organizations. The levels are linked by an affiliation relationship, each …

Stochastic block model for multilevel networks unravels structural interdependence between the social and economic networks in a TV program trade fair