Research

Professors

Prof. Dr. Fadoua Balabdaoui

Personal website
Empirical Processes, Gaussian Processes, Index Models, Nonparametric Estimation, Shape constrainted Estimation

Prof. Dr. Peter Bühlmann

Personal website
Causal Inference, Computational Statistics, Machine Learning, Graphical Models, High-dimensional Statistics and Sparsity, Applications in biology, chemistry and medicine

Prof. Dr. Yuansi Chen

Personal website
Computational Statistics, Statistical Machine Learning, MCMC Sampling, Domain Adaptation

Prof. Dr. Nicolai Meinshausen

Personal website
Computational Statistics, Causality, High-dimensional Data, Machine Learning

Prof. Dr. Jonas Peters

Personal website
Causal Inference, Computational Statistics, Applications

Prof. Dr. Johanna Ziegel

Personal website
tba

Prof. em. Dr. Martin Mächler

Personal website
Statistical Computing, R project, Sparse Matrices, Robustness, Clustering, Curve Estimation, Numerical Accuracy

Prof. Dr. Sara van de Geer 

Personal website
Empirical Processes, Entropy, High-dimensional Models, L1-regularization, Probability Inequalities, Sparsity, Statistical Learning

Prof. em. Dr. Hans Rudolf Künsch

Personal website
Spatial and Time Series Models, Bayesian Analysis, Monte Carlo Methods, Applications in environmental modeling

Prof. em. Dr. Werner Stahel

Personal website
Robust Statistics, Models for Censored Data, Data Analysis, Strategies and Topics in Regression, R Software for Regression, Chemical Mass Balance and Linear Unmixing, Applications of the lognormal distribution, Applied Statistics

Senior Scientists

Dr. Markus Kalisch

Personal website
Causal inference, Graphical Models, Applied Statistics

Dr. Lukas Meier

Personal website
High-dimensional Statistics and Sparsity, Applied Statistics

Dr. Fabio Sigrist

Mixed Effects Machine Learning, Spatial and Spatio-Temporal Statistics, Boosting, Gaussian processes, Applications in Environmental Sciences and Finance