Publications

Methodology-related Papers

  1. 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.
  2. 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.
  3. 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.
  4. 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

  1. Guerrier, S., Molinari, R. & Stebler, Y., “Wavelet-based Improvements for Inertial Sensor Error Modelling”, IEEE Transactions on Instrumentation and Measurement, 2016.
  2. Guerrier, S., Molinari, R. & Balamuta, J., “Discussion on Maximum Likelihood-based Methods for Inertial Sensor Calibration”, IEEE Sensors Journal, 2016.
  3. Guerrier, S., Molinari, R. & Skaloud, J., “Automatic Identification and Calibration of Stochastic Parameters in Inertial Sensors”, Journal of the Institute of Navigation, 2015.
  4. 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.
  5. Guerrier, S., Molinari, R. & Skaloud, J., “Automatic Identication and Calibration
    of Stochastic Parameters in Inertial Sensors”, Journal of the Institute of Navigation, 2015.
  6. 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.
  7. 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.
  8. 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.
  9. 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

  1. 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).
  2. 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

  1. Guerrier, S. & Victoria-Feser, M.-P., “A Prediction Divergence Criterion for Model
    Selection”, Link, full text.
  2. Guerrier, S. & Molinari, R., “Wavelet Variance for Random Fields: an M-Estimation Framework”, Link, full text.
  3. Guerrier, S. & Molinari, R., “On the Identifiability of Latent Models for Dependent Data”, Link, full text.
  4. Guerrier, S. & Molinari, R., “Fast and Robust Parametric Estimation for Time Series and Spatial Models”, Link, full text.
  5. Balamuta, J., Guerrier, S., Molinari, R. & Yang, W., “A Computationally Efficient Framework for Automatic Inertial Sensor Calibration”, Link, full text.
  6. 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.
  7. Guerrier, S., Dupuis, E., Ma, Y. & Victoria-Feser, M.-P., “Simulation based Bias Correction Methods for Complex Models”.
  8. Guerrier, S., Orso S. & Victoria-Feser, M.-P., “Bounded-Influence Robust Estimation of Copulas”.
  9. Jammalamadaka, S.R., Mangalam, V. & Guerrier, S., “Exact Distributions and Performance of some Two-sample Nonparametric Tests”.
  10. Guerrier, S., Molinari, R. & Yang, W., “Fast and Robust Estimation of the Hurst Parameter of Long-Range Dependent Traffic”

Conference Proceedings

  1. 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.
  2. 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.
  3. 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.
  4. 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.
  5. 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.
  6. 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.
  7. 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.
  8. 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.
  9. 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.
  10. 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.