Project-team

STATIFY

Bayesian and extreme value statistical models for structured and high dimensional data
Bayesian and extreme value statistical models for structured and high dimensional data

The STATIFY team specializes in the statistical modeling of systems involving data with a complex structure. Faced with the new problems posed by data science and deep learning methods, the objective is to develop mathematically well-founded statistical methods to propose models that capture the variability of the systems under consideration, models that are scalable to process large dimensional data and with guaranteed good levels of accuracy and precision. The targeted applications are mainly brain imaging (or neuroimaging), personalized medicine, environmental risk analysis and geosciences. STATIFY is therefore a scientific project centered on statistics and wishing to have a strong methodological and application impact in data science. It is a joint project-team between Inria, Grenoble INP, Université Grenoble Alpes and CNRS, through the team’s affiliation to  the Jean Kuntzmann Laboratory, UMR 5224.

Centre(s) inria
Grenoble
In partnership with
CNRS,Institut polytechnique de Grenoble

Members

Team leader

Marion Ponsot

Team assistant