Stéphane Guerrier
Assistant Professor in Statistics and Data Science
Geneva School of Economics and Management
School of Pharmaceutical Sciences, Faculty of Science
University of Geneva, Switzerland
I am an Assistant Professor in Statistics and Data Science at the University of Geneva. Previsouly, I held similar positions at the Pennsylvania State University and at the University of Illinois at Urbana-Champaign. In 2013, I received a PhD in Statistics from the University of Geneva and in 2008 and MSc in Environmental Engineering from the 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.