Working Papers

• • 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

  • Guerrier, S., Victoria-Feser, M.-P. & Avella, M., A Prediction Divergence Criterion for Model Selection. 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

  • Jammalamadaka, S.R., Mangalam, V. & Guerrier, S., Exact Distributions and Performance of some Two-sample Nonparametric Tests for Circular Data.

Publications

• 2017

  • Guerrier, S., Dupuis-Lozeron, E., Ma, Y. & Victoria-Feser, M.-P. Simulation based Bias Correction Methods for Complex Models, Journal of the American Statistical Association, 2017+ (in press).

  • Balamuta, J., Guerrier, S., Molinari, R. & Yang, W., A Computationally Efficient Framework for Automatic Inertial Sensor Calibration. IEEE Sensors Journal, 2017+ (in press). Link Full text

  • Xu, H., Guerrier, S., Molinari, R. & Zhang, Y., A Study of the Allan Variance for Constant-Mean Nonstationary Processes, IEEE Signal Processing Letters, 2017. Link Full text

  • Branca, M., Orso, S., Molinari, R., Guerrier, S. & Mili, N., Is Metastatic Melanoma Predictable by Genomic Biomarkers?, Melanoma Research, 2017+ (in press).

  • Clausen, P. Skaloud J., Molinari R., Lee J. & Guerrier S., Use of a New Online Calibration Platform with Applications to Inertial Sensors, IEEE Aerospace and Electronic Systems Magazine, 2017+ (in press).

• 2016

  • 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., & Yannick S., Theoretical Limitations of Allan Variance- based Regression for Time Series Model Estimation, IEEE Signal Processing Letters, 2016. Link

  • Guerrier, S., Molinari, R. & Stebler, Y., Wavelet-based Improvements for Inertial Sensor Error Modelling, IEEE Transactions on Instrumentation and Measurement, 2016. Link

  • Guerrier, S., Molinari, R. & Balamuta, J., Discussion on Maximum Likelihood-based Methods for Inertial Sensor Calibration, IEEE Sensors Journal, 2016. Link

  • 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. Link

  • 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. Link

• 2015

  • Guerrier, S., Molinari, R. & Skaloud, J., Automatic Identification and Calibration of Stochastic Parameters in Inertial Sensors, Journal of the Institute of Navigation, 2015. Link Full text

  • 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. Link

• 2014

  • Stebler, Y., Guerrier, S., Skaloud, J. & Victoria-Feser, M.-P., The Generalized Method of Wavelet Moments for Inertial Navigation Filter Design, IEEE Transactions on Aerospace and Electronic Systems, 2014. Link

  • 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

• 2013

  • 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

• 2012

  • 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. Link

• 2011

  • 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. Link

• 2010

  • Waegli, A., Skaloud, J., Guerrier, S., Pares, M. & Colomina, I., Noise Reduction and Estimation in Multiple Micro-Electro-Mechanical Inertial Systems, Journal of Measurement Science & Technology, 2010. Link Full text

Conference Proceedings

• 2018

  • Claussen, P., Orso, S., Skaloud, J. & Guerrier, S., Construction of Dynamically-Dependent Stochastic Error Models, in Proceedings of IEEE/ION PLANS 2018, Monterey, CA, USA, 2018 (to appear).

  • Zhang, Y., Xu, H., Radi, A., Molinari, R., Guerrier, S. & El-Sheimy, N., An Optimal Virtual Inertial Sensor Framework using Wavelet Cross Covariance, in Proceedings of IEEE/ION PLANS 2018, Monterey, CA, USA, 2018 (to appear).

  • Bakalli, G., Radi, A., Molinari, R., Zhang, Y., Guerrier, S. & Nassar, S., A Two-Step Computationally Efficient Procedure for IMU Classification and Calibration, in Proceedings of IEEE/ION PLANS 2018, Monterey, CA, USA, 2018 (to appear).slides

  • Radi, A., Nassar, S., Molinari, R., Guerrier, S. & El-Sheimy, N., Improved Stochastic Modelling of Low-Cost GNSS Receivers Positioning Errors, in Proceedings of IEEE/ION PLANS 2018, Monterey, CA, USA, 2018 (to appear).

• 2017

  • Claussen, P., Skaloud, J., Molinari, R., Balamuta, J. & Guerrier, S., An Overview of a New Sensor Calibration Platform, in Proceeding of the 4th IEEE International Workshop on Metrology for AeroSpace, Padova, Italy, 2017.

  • Radi, A., Bakalli, G., Guerrier, S., El-Sheimy, N. & Molinari, R., An Automatic Calibration Approach for the Stochastic Parameters of Inertial Sensors, in Proceedings of the ION GNSS 2017, Portland, OR, USA, 2017.

  • Bakalli, G., Radi, A., Molinari, R., El-Sheimy, N. & Guerrier, S., A Computational Multivariate-based Technique for Inertial Sensor Calibration, in Proceedings of the ION GNSS 2017, Portland, OR, USA, 2017.

• 2015

  • Molinari, R., Balamuta, J., Guerrier, S. & Skaloud, J., An Inertial Sensor Calibration Platform to Estimate and Select Error Models, in Proceedings of the International Association of Institutes of Navigation, 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. Link

  • 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. Link

• 2014

  • 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. Link

• 2013

  • 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. Link

• 2012

  • 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. Link

• 2011

  • 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. Link

• 2010

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

• 2009

  • 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. Link

• 2008

  • 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. Link