UNIVERSITÉ DE GENÈVE

Guerrier Stéphane

Assistant doctorant en Statistique, sous la direction de la professeure Maria-Pia Victoria Feser

Research Interests :

model selection, time series, estimation of stochastic processes, mixed models, robust statistics, statistical applications in engineering, physics, economics, finance and medicine.

Education :

Ph.D. Candidate in Statistics, University of Geneva (expected in May 2012)
MSc, in Geomatics Engineering, Swiss Federal Institute of Technology, Lausanne, 2008
BSc, in Environmental Engineering, Swiss Federal Institute of Technology, Lausanne, 2006

Publications :

S. Guerrier, J. Skaloud, A. Waegli & M.-P. Victoria-Feser, "Fault Detection and Isolation in Multiple MEMS-IMUs Configurations", IEEE Transactions on Aerospace and Electronic Systems, 2012. Detailed record - Full Text

Y. Stebler, S. Guerrier, J. Skaloud & M.-P. Victoria-Feser, "Constrained EM algorithm for stochastic inertial error modeling: study of feasibility", Journal of Measurement Science & Technology, 2011. Detailed record - Full Text

A. Waegli, J. Skaloud, S. Guerrier, M. Parés & I. Colomina, "Noise reduction and estimation in multiple micro-electro-mechanical inertial systems", Journal of Measurement Science & Technology, 2010. Detailed record - Full Text

Working Papers :

S. Guerrier, Y. Stebler, J. Skaloud & M.-P. Victoria-Feser, "Wavelet Variance based Estimation for Composite Stochastic Processes". Full Text

S. Guerrier & M.-P. Victoria-Feser, "A Prediction Divergence Criterion for Model Selection". Full Text

Conference Proceedings :

Y. Stebler, S. Guerrier, J. Skaloud & M.-P. Victoria-Feser, A Framework for Inertial Sensor Calibration Using Complex Stochastic Error Models'', in Proceedings of IEEE/ ION PLANS 2012, Myrtle Beach, SC, USA, 2012.

Y. Stebler, S. Guerrier, J. Skaloud & M.-P. Victoria-Feser, "Improving Modeling of MEMS-IMUs Operating in GNSS-denied Conditions", in Proceedings of the ION GNSS 2011, Portland, OR, USA, 2011.

S. Guerrier, J. Skaloud, A. Waegli & M.-P. Victoria-Feser, "Robust FDI in Redundant MEMS-IMUs Systems", EuroCow, the Calibration and Orientation Workshop (European Spatial Data Research), Barcelona, Spain, 2010.

S. Guerrier, "Improving Accuracy with Multiple Sensors: Study of Redundant MEMS-IMU/GPS Configurations", in Proceedings of the ION GNSS 2009, Savannah, GA, USA, 2009.

A. Waegli, S. Guerrier & J. Skaloud, Redundant MEMS-IMU integrated with GPS for Performance Assessment in Sports", in Proceedings of IEEE/ION PLANS 2008, Monterey, CA, USA, 2008.

Talks :

"Wavelet Variance based Estimation for Composite Stochastic Processes", International Conference on Computational Statistics, Limassol, Cyprus, 2012.

"Wavelet Variance based Estimation for Composite Stochastic Processes", Joint Statistical Meetings, San Diego, CA, USA, 2012.

"A Framework for Inertial Sensor Calibration using Complex Stochastic Error Models", IEEE/ION PLANS 2012, Myrtle Beach, SC, USA, 2012.

"Robust Simulation based Estimation of Income Distributions", Computational Management Science, Neuchâtel, Switzerland, 2011.

"Robust FDI in Redundant MEMS-IMUs Systems", EuroCow, the Calibration and Orientation Workshop (European Spatial Data Research), Barcelona, Spain, 2010.

"Improving Accuracy with Multiple Sensors: Study of Redundant MEMS-IMU/GPS Configurations", ION GNSS 2009, Savannah, GA, USA, 2009.

Awards :

The Institute of Navigation (ION GNSS 2009), award for best student paper
IGSO prize 2008, award for best master project on a new aspect of geomatics or related fields.