Stéphane Guerrier
Associate Professor in Statistics and Data Science
School of Pharmaceutical Sciences, Faculty of Science
Section of Earth and Environmental Sciences, Faculty of Science
University of Geneva, Switzerland
I am an Associate Professor in Statistics and Data Science at the University of Geneva. Previously, I held an SNSF Professorship in Statistics and Data Science at the University of Geneva and faculty positions at Pennsylvania State University and the University of Illinois at Urbana-Champaign. In 2013, I received a PhD in Statistics from the University of Geneva, and in 2008, an MSc in Environmental Engineering from EPFL. My research interests include high-dimensional and computational statistics, signal processing, biostatistics, and data analytics.
Recent Selected Papers (full list)
Stéphane Guerrier, Christoph Kuzmics & Maria-Pia Victoria-Feser, Assessing COVID-19 Prevalence in Austria with Infection Surveys and Case Count Data as Auxiliary Information, Journal of the American Statistical Association 119, p. 1722-1735, 2024.
Mucyo Karemera, Lionel Voirol, Davide A. Cucci, Wenfei Chu, Roberto Molinari & Stéphane Guerrier, Accounting for Vibration Noise in Stochastic Measurement Errors of Inertial Sensors, IEEE Transactions on Signal Processing 72, 2024.
Gaetan Bakalli, Stéphane Guerrier & Olivier Scaillet A Penalized Two-Pass Regression to Predict Stock Returns with Time-Varying Risk Premia, Journal of Econometrics, 237 (2), 2023.
Grants
Swiss National Science Foundation Award for the grant entitled: Data-driven Imaging of Volcanic Plumbing Systems, SNSF Sinergia, with Prof. Luca Caricchi (University of Geneva), Dr. Chiara Montagna (Istituto Nazionale di Geofisica e Vulcanologia Sezione di Pisa) and Prof. Maria-Pia Victoria-Feser (University of Geneva), amount: CHF 2,313,234; period: 2023 - 2027.
Innosuisse award for the grant entitled: Multi-Sensor Adjustment of Raw LiDAR, Visual and Inertial Measurements in Kinematic Laser Scanning Devices, Engineering division, with Dr. Jan Skaloud (EPFL, principal grantee) & Hexagon Technology Center GmbH, amount: total CHF 815,265.40; period: 2022 - 2024.
Innosuisse award for the grant entitled: Stochastic Modelling of Inertial Sensors for Precise GNSS-based Positioning, Engineering division, with Dr. Jan Skaloud (EPFL, principal grantee) & Hexagon Technology Center GmbH, amount: total CHF 917,280; period: 2020 - 2022.
Swiss National Science Foundation Award for the grant entitled: New Challenges for Statistical Methods in Large and Complex Data Settings (project extension), SNSF professorship (sub-division Mathematics), amount: CHF 2,432,478; period: 2019 - 2024.
News
Second Data Analytics Lab Workshop.
First Data Analytics Lab Workshop.
Our grant proposal entitled: Data-driven Imaging of Volcanic Plumbing Systems was approved by the Swiss National Science Foundation.