The statistical theory group works on the investigation of fundamental principles to perform estimation, inference and prediction in large-scale high-dimensional models, with expertise in both asymptotic and non-asymptotic methods, graphical models and causal inference, Monte Carlo methods, learning theory and optimisation for machine learning.

Faculty

Robin Evans

Robin Evans

Graphical models, causality, algebraic statistics

Judith Rousseau

Judith Rousseau

Bayesian statistics, Asymptotics, Nonparametric statistics