2022

Scientific Articles

unige:165072	Dexamethasone exposure in normal-weight and obese hospitalized COVID-19 patients: An observational exploratory trial	Abouir, Kenza; Gosselin, Pauline; Guerrier, Stéphane; Daali, Youssef; ... Ing Lorenzini, Kuntheavy
unige:158004	Students' intentions to practice primary care are associated with their motives to become doctors: a longitudinal study	Pfarrwaller, Eva; Voirol, Lionel; Piumatti, Giovanni; Karemera, Mucyo; ... Baroffio Barbier, Anne

2021

Thesis supervisions

unige:152920	Contributions to time series analysis	Xu, Haotian;
unige:154513	Domain-Tailored Approaches to Statistical Learning	Bakalli, Gaetan;

2019

Scientific Articles

unige:100295

Simulation based bias correction methods for complex models

Guerrier, Stéphane; Dupuis Lozeron, Elise; Ma, Yanyuan; Victoria-Feser, Maria-Pia;

Working paper

unige:125555	A Simple Recipe For Making Accurate Parametric Inference In Finite Sample	Guerrier, Stéphane; Orso, Samuel; Karemera, Mucyo; Victoria-Feser, Maria-Pia;
unige:125063	Phase transition unbiased estimation in high~dimensional settings	Guerrier, Stéphane; Orso, Samuel; Karemera, Mucyo; Victoria-Feser, Maria-Pia;

Thesis supervisions

unige:121536

Contributions to simulation-based estimation methods

Orso, Samuel;

2018

Scientific Articles

unige:96033	A computationally efficient framework for automatic inertial sensor calibration	Balamuta, James; Guerrier, Stéphane; Molinari, Roberto Carlo; Yang, Wenchao;
unige:104843	Parametric inference for index functionals	Guerrier, Stéphane; Orso, Samuel; Victoria-Feser, Maria-Pia;

Working paper

unige:125554

On the properties of simulation-based estimators in high dimensions

Guerrier, Stéphane; Orso, Samuel; Karemera, Mucyo; Victoria-Feser, Maria-Pia;

2017

Scientific Articles

unige:96032

A study of the allan variance for constant-mean nonstationary processes

Xu, Haotian; Guerrier, Stéphane; Molinari, Roberto; Zhang, Yuming;

Working paper

unige:95054

Simulation based bias correction methods for complex models

Guerrier, Stéphane; Dupuis Lozeron, Elise; Ma, Yayuan; Victoria-Feser, Maria-Pia;

2016

Scientific Articles

unige:96031	A predictive based regression algorithm for gene network selection	Guerrier, Stéphane; Mili, Nabil; Molinari, Roberto Carlo; Orso, Samuel; ... Ma, Yanyuan
unige:96026	Discussion on maximum likelihood-based methods for inertial sensor calibration	Guerrier, Stéphane; Molinari, Roberto Carlo; Balamuta, James;
unige:96023	Theoretical limitations of allan variance-based regression for time series model estimation	Guerrier, Stéphane; Molinari, Roberto Carlo; Stebler, Yannick Sébastien;
unige:96022	Wavelet-based improvements for inertial sensor error modeling	Guerrier, Stéphane; Molinari, Roberto Carlo; Stebler, Yannick Sébastien;

Thesis supervisions

unige:86899

Robust inference for random fields and latent models

Molinari, Roberto Carlo;

2015

Preprints

unige:55511

Robust Inference for Time Series Models: a Wavelet-Based Framework

Molinari, Roberto Carlo; Guerrier, Stéphane; Victoria-Feser, Maria-Pia;

Thesis supervisions

unige:78642

Simulation based bias correction methods for complex problems

Dupuis Lozeron, Elise;

2014

Scientific Articles

unige:38168	Estimation of Time Series Models via Robust Wavelet Variance	Guerrier, Stéphane; Molinari, Roberto Carlo; Victoria-Feser, Maria-Pia;
unige:24193	Generalized Method of Wavelet Moments for Inertial Navigation Filter Design	Stebler, Yannick; Guerrier, Stéphane; Skaloud, Jan; Victoria-Feser, Maria-Pia;

Proceedings Chapters

unige:95183

Study of mems-based inertial sensors operating in dynamic conditions

Stebler, Yannick Sébastien; Guerrier, Stéphane; Skaloud, Jan; Molinari, Roberto Carlo; Victoria-Feser, Maria-Pia

2013

Scientific Articles

unige:38161

Wavelet-Variance-Based Estimation for Composite Stochastic Processes

Guerrier, Stéphane; Skaloud, Jan; Stebler, Yannick; Victoria-Feser, Maria-Pia;

Conference Proceedings

unige:30305

An Algorithm for Automatic Inertial Sensors Calibration : Proceedings of the ION GNSS 2013

Guerrier, Stéphane; Molinari, Roberto; Skalud, Jan; Victoria-Feser, Maria-Pia;

Reports

unige:29034	Limits of the Allan Variance and Optimal Tuning of Wavelet Variance based Estimators	Guerrier, Stéphane; Stebler, Yannick; Skalud, Jan; Victoria-Feser, Maria-Pia;
unige:30307	Robust Estimation of Bivariate Copulas	Guerrier, Stéphane; Orso, Samuel; Victoria-Feser, Maria-Pia;

Doctoral Thesis

unige:29628

Two essays in statistics: a prediction divergence criterion for model selection & wavelet variance based estimation of latent time series models

Guerrier, Stéphane;

Master's thesis supervisions

unige:33672

Robust Estimation for Bivariate Distribution

Orso, Samuel;

2012

Scientific Articles

unige:16812

Fault Detection and Isolation in Multiple MEMS-IMUs Configurations

Guerrier, Stéphane; Waegli, Adrian; Skaloud, Jan; Victoria-Feser, Maria-Pia;

Conference Proceedings

unige:26832

A Framework for Inertial Sensor Calibration using Complex Stochastic Error Models, in the proceedings of the Position Location and Navigation Symposium (PLANS), 2012 IEEE/ION

Stebler, Yannick; Guerrier, Stéphane; Skalud, Jan; Victoria-Feser, Maria-Pia;

Preprints

unige:24187

A Prediction Divergence Criterion for Model Selection

Guerrier, Stéphane; Victoria-Feser, Maria-Pia;

2011

Scientific Articles

unige:16811

Constrained Expectation-Maximization Algorithm for Stochastic Inertial Error Modeling: Study of Feasibility

Stebler, Yannick; Guerrier, Stéphane; Skaloud, Jan; Victoria-Feser, Maria-Pia;

Conference Proceedings

unige:29033

Improving Modeling of MEMS-IMUs Operating in GNSS-denied Conditions

Stebler, Yannick; Guerrier, Stéphane; Skalud, Jan; Victoria-Feser, Maria-Pia;

Reports

unige:16813

Generalized Method of Wavelet Moments

Guerrier, Stéphane; Stebler, Yannick; Skaloud, Jan; Victoria-Feser, Maria-Pia;

2010

Conference Proceedings

unige:30306

EuroCow, the Calibration and Orientation Workshop (Euro- pean Spatial Data Research)

Guerrier, Stéphane; Skalud, Jan; Waegle, A; Victoria-Feser, Maria-Pia;