About Me
Since 2019, I work as a postdoctoral researcher in the research group of Prof. Stéphane Guerrier at the University of Geneva where I enjoy contributing to our various interdisciplinary projects. My main interest is on parametric and semi-parametric interval-estimation methods in finite sample or high-dimensional regimes.
Education
- Ph.D. in statistics
- 2013 - 2019 · University of Geneva
- Thesis: Contributions to simulation-based estimation methods.
- M.S. in statistics
- 2011 - 2013 · University of Geneva
- Thesis: Robust Estimation for Bivariate Distribution.
- B.S. in management
- 2008 - 2011 · University of Geneva
Publications
Journal Articles
2020. Guerrier, Stéphane, Jurado, Juan, Khaghani, Mehran, Bakalli, Gaetan, Karemera, Mucyo, Molinari, Roberto, Orso, Samuel, Raquet, John, Schubert, Christine, Skaloud, Jan, Xu, Haotian, Zhang, Yuming. Wavelet-Based Moment-Matching Techniques for Inertial Sensor Calibration. IEEE Transactions on Instrumentation and Measurement.
2018. Branca, Mattia, Orso, Samuel, Molinari, Roberto C, Xu, Haotian, Guerrier, Stéphane, Zhang, Yuming, Mili, Nabil. Is nonmetastatic cutaneous melanoma predictable through genomic biomarkers?. Melanoma research 28(1) 21-29.
2018. Guerrier, Stéphane, Orso, Samuel, Victoria-Feser, Maria-Pia. Parametric inference for index functionals. Econometrics 6(2) 22.
2016. Guerrier, Stéphane, Mili, Nabil, Molinari, Roberto, Orso, Samuel, Avella-Medina, Marco, Ma, Yanyuan. A predictive based regression algorithm for gene network selection. Frontiers in Genetics 7 97.
Working papers
2020. Roberto Molinari, Gaetan Bakalli, Stéphane Guerrier, Cesare Miglioli, Samuel Orso, Olivier Scaillet. SWAG: A Wrapper Method for Sparse Learning. arXiv.
2019. Guerrier, Stéphane, Karemera, Mucyo, Orso, Samuel, Victoria-Feser, Maria-Pia. Phase Transition Unbiased Estimation in High Dimensional Settings. arXiv.
2019. Guerrier, Stéphane, Karemera, Mucyo, Orso, Samuel, Victoria-Feser, Maria-Pia. A simple recipe for making accurate parametric inference in finite sample. arXiv.