SMILE: Statistical Modeling, nonparametric Inference and modeL sElection for complex data

• AIRSEA project-team, Inria Centre at Grenoble Alpes University, Inria (France)

• Universidad de la República (Uruguay)

• Universidad de Valparaíso (UV) (Chile)

• Université Grenoble Alpes (France)

• Université Paris Nanterre (France)

• Pontificia Universidad Católica de Valparaíso (Chile)

• École Nationale de Statistique et Analyse de l'Information (ENSAI) (France)

• École Polytechnique (France)

• Centre hospitalier universitaire (CHU) de Bordeaux (France)

• SISTM project-team, Inria Centre at the University of Bordeaux, Inria (France)

• Avignon Université (France)

Statistical modelling for complex data is an important framework for analyzing data in fields such as ecology, meteorology, health, and telecommunications. These models are used to model population  dynamics, animal movement, longitudinal data, spatial-temporal analysis, or Poisson processes. In this proposal, we are interested in to propose novel estimation procedures in this kind of complex data, considering restricted data (for instance, data on compact domain or longitudinal compositional data), spatial weighted regression, and model selection with weakly dependent observations and non-homogeneous Poisson processes. We will use parametric and nonparametric strategies.

In France: 

• Alexis Anagnostakis, researcher, Université Grenoble Alpes

• Marta Ávalos-Fernández, researcher, SISTM project-team, Inria Centre at the University of Bordeaux, Inria

• Cristina Chavez, PhD student, Université Paris Nanterre

• Sébastian Da Veiga, researcher, École Nationale de Statistique et Analyse de l'Information

• Laurence Delhaes, researcher, Centre hospitalier universitaire (CHU) de Bordeaux

• Alexandre Delporte, PhD student, Université Grenoble Alpes

• Raphaël Enaud, researcher, Centre hospitalier universitaire (CHU) de Bordeaux

• Pierre Etoré, researcher, Université Grenoble Alpes

• Ana Karina Fermín, researcher, SMILE coordinator, Université Paris Nanterre

• Cécile Hardouin, researcher, Université Paris Nanterre

• Erwan Le Pennec, researcher, École Polytechnique

• Adeline Leclercq Samson, researcher, Université Grenoble Alpes

• Anna Melnykova, researcher, Avignon Université

• Clémentine Prieur, researcher, SMILE coordinator, AIRSEA project-team, Inria Centre at Grenoble Alpes University, Inria

In Chile: 

• Natalia Bahamonde, researcher, Pontificia Universidad Católica de Valparaíso

• John Barrera, PhD student, Universidad de Valparaíso

• Valentina Bastidas, PhD student, Universidad de Valparaíso

• Karine Bertin, researcher, Universidad de Valparaíso

• Susana Eyheramendy, researcher, Universidad Adolfo Ibañez

• Lisandro Fermín, researcher, Universidad de Valparaíso

• Cristian Meza, researcher, SMILE coordinator, Universidad de Valparaíso

• Tania Roa, researcher, Universidad Adolfo Ibañez

• Soledad Torres, researcher, Universidad de Valparaíso

In Uruguay: 

• Mathias Bourel​, researcher, Universidad de la República

• José León, researcher, SMILE coordinator, Universidad de la República

• Gonzalo Perera​, researcher, Universidad de la República