Methodology-related Papers
- Guerrier, S., Mili, N., Molinari, R., Orso S., Avella-Medina, M. & Ma, Y.,“A Paradigmatic Regression Algorithm for Gene Selection Problems”. Frontiers in Genetics, Statistical Genetics and Methodology, 2016. Link, full text.
- Guerrier, S., Molinari, R. & Stebler, Y., “Theoretical Limitations of Allan Variance-based Regression for Time Series Model Estimation”, IEEE Signal Processing Letters, 2016. Link, full text, supplementary.
- Guerrier, S., Molinari, R. & Victoria-Feser, M.-P., “Estimation of Time Series Models via Robust Wavelet Variance”, Austrian Journal of Statistics, 2014. Link, full text.
- Guerrier, S., Stebler, Y., Skaloud, J. & Victoria-Feser, M.-P., “Wavelet-Variance-Based Estimation for Composite Stochastic Processes”, Journal of the American Statistical Association (Theory & Methods), 2013. Link, full text.
Engineering-related Papers
- Guerrier, S., Molinari, R. & Stebler, Y., “Wavelet-based Improvements for Inertial Sensor Error Modelling”, IEEE Transactions on Instrumentation and Measurement, 2016.
- Guerrier, S., Molinari, R. & Balamuta, J., “Discussion on Maximum Likelihood-based Methods for Inertial Sensor Calibration”, IEEE Sensors Journal, 2016.
- Guerrier, S., Molinari, R. & Skaloud, J., “Automatic Identification and Calibration of Stochastic Parameters in Inertial Sensors”, Journal of the Institute of Navigation, 2015.
- Stebler, Y., Guerrier, S. & Skaloud, J., “An Approach for Observing and Modeling
Errors in MEMS-based Inertial Sensors under Vehicle Dynamic”. IEEE Transactions
on Instrumentation and Measurement, 2015. - Guerrier, S., Molinari, R. & Skaloud, J., “Automatic Identication and Calibration
of Stochastic Parameters in Inertial Sensors”, Journal of the Institute of Navigation, 2015. - Stebler, Y., Guerrier, S., Skaloud, J. & Victoria-Feser, M.-P., “The Generalised Method of Wavelet Moments for Inertial Navigation Filter Design”, IEEE Transactions on Aerospace and Electronic Systems, 2014.
- Guerrier, S., Skaloud, J., Waegli, A. & Victoria-Feser, M.-P., “Fault Detection and Isolation in Multiple MEMS-IMUs Configurations”, IEEE Transactions on Aerospace and Electronic Systems, 2012.
- Stebler, Y., Guerrier, S., Skaloud, J. & Victoria-Feser, M.-P., “Constrained EM Algorithm for Stochastic Inertial Error Modelling: Study of Feasibility”, Journal of Measurement Science & Technology, 2011.
- Waegli, A., Skaloud, J., Guerrier, S., Parés, M. & Colomina, I., “Noise Reduction and Estimation in Multiple Micro-Electro-Mechanical Inertial Systems”, Journal of Measurement Science & Technology, 2010.
Actuarial Science-related Papers
- Duncan I. & Guerrier S., “Member Plan Choice and Migration in Response to Changes in Member Premiums after Massachusetts Health Insurance Reform”, North American Actuarial Journal, 2016 (to appear).
- Kerr D., Yadollahi M., Mendoza H., Chen X., Dong S., Guerrier S., Laan R. & Duncan I., “Use of a Publically Available Database to Determine the Impact of Diabetes on Length of Hospital Stay for Elective Orthopedic Procedures in California”, Population Health Management, 2016.
Submitted working Papers
- Guerrier, S. & Victoria-Feser, M.-P., “A Prediction Divergence Criterion for Model
Selection”, Link, full text. - Guerrier, S. & Molinari, R., “Wavelet Variance for Random Fields: an M-Estimation Framework”, Link, full text.
- Guerrier, S. & Molinari, R., “On the Identifiability of Latent Models for Dependent Data”, Link, full text.
- Guerrier, S. & Molinari, R., “Fast and Robust Parametric Estimation for Time Series and Spatial Models”, Link, full text.
- Balamuta, J., Guerrier, S., Molinari, R. & Yang, W., “A Computationally Efficient Framework for Automatic Inertial Sensor Calibration”, Link, full text.
- Balamuta, J. Guerrier, S., Molinari, R. & Yang, W., “The gmwm R Package: a Comprehensive Tool for Time Series Analysis from Robustness to State-Space Models”, Link, full text.
- Guerrier, S., Dupuis, E., Ma, Y. & Victoria-Feser, M.-P., “Simulation based Bias Correction Methods for Complex Models”.
- Guerrier, S., Orso S. & Victoria-Feser, M.-P., “Bounded-Influence Robust Estimation of Copulas”.
- Jammalamadaka, S.R., Mangalam, V. & Guerrier, S., “Exact Distributions and Performance of some Two-sample Nonparametric Tests”.
- Guerrier, S., Molinari, R. & Yang, W., “Fast and Robust Estimation of the Hurst Parameter of Long-Range Dependent Traffic”
Conference Proceedings
- Balamuta, J., Molinari, R., Guerrier, S. & Skaloud, J., “An Inertial Sensor Calibration Platform to Estimate and Select Error Models”, in Proceedings of the Intentional Association of Institutes of Navigation World Congress, Prague, Czech Republic, 2015.
- Balamuta, J., Molinari, R., Guerrier, S. & Skaloud, J., “A Computationally Efficient Platform for Inertial Sensor Calibration”, in Proceedings of the ION GNSS 2015, Tampa, FL, USA, 2015.
- Molinari, R., Balamuta, J., Guerrier, S. & Skaloud, J., “Automatic and Computationally Efficient Method For Model Selection In Inertial Sensor Calibration”, in Proceedings of the ION GNSS 2015, Tampa, FL, USA, 2015.
- Stebler, Y., Guerrier, S., Skaloud, J., Molinari, R., & Victoria-Feser, M.-P., “Study of MEMS-based Inertial Sensors Operating in Dynamic Conditions”, in Proceedings of IEEE/ION PLANS 2014, Monterey, CA, USA, 2014.
- Guerrier, S., Molinari, Skaloud, J. & Victoria-Feser, M.-P., “An Algorithm for Automatic Inertial Sensors Calibration”, in Proceedings of the ION GNSS 2013, Nashville, TN, USA, 2013.
- Stebler, Y., Guerrier, S., Skaloud, J. & Victoria-Feser, M.-P., “A Framework for Inertial Sensor Calibration Using Complex Stochastic Error Models”, in Proceedings of IEEE/ION PLANS 2012, Myrtle Beach, SC, USA, 2012.
- Stebler, Y., Guerrier, S., Skaloud, J. & Victoria-Feser, M.-P., “Improving Modeling of MEMS-IMUs Operating in GNSS-denied Conditions”, in Proceedings of the ION GNSS 2011, Portland, OR, USA, 2011.
- Guerrier, S., Skaloud, J., Waegli, A. & Victoria-Feser, M.-P.,“Robust FDI in Redundant MEMS-IMUs Systems”, EuroCow, the Calibration and Orientation Workshop (European Spatial Data Research), Barcelona, Spain, 2010.
- Guerrier, S., “Improving Accuracy with Multiple Sensors: Study of Redundant MEMS-IMU/GPS Configurations”, in Proceedings of the ION GNSS 2009, Savannah, GA, USA, 2009.
- Waegli, A., Guerrier, S. & Skaloud, J., “Redundant MEMS-IMU integrated with GPS for Performance Assessment in Sports”, in Proceedings of IEEE/ION PLANS 2008, Monterey, CA, USA, 2008.