Research interests
During my PhD thesis and two postdoctoral positions, I worked on different research topics, from theoretical to more applied statistics. Here is a non-exhaustive list of my research areas:
Nonparametric adaptive tests of independence,
Kernel methods for testing independence,
Methods for Global Sensitivity Analysis,
Nonparametric adaptive estimation,
Functional data,
Causal reasoning,
Causality for time series.
Publications
Albert M., Laurent B., Marrel A. and Meynaoui A. Adaptive test of independence based on HSIC measures, 2021 [HAL]. To appear in Annals of Statistics.
Pre-publications
Meynaoui A., Marrel A. and Laurent B. New statistical methodology for second level global sensitivity analysis, 2019 [HAL]. In minor revision.
Chagny G., Meynaoui A., and Roche A. Adaptive nonparametric estimation in the functional linear model with functional output, 2022 [HAL]. Submitted.
Meynaoui A., Assaad C.K., Devijver E., Gaussier E., and Gössler G. Identification in time series summary causal graphs, 2022. Submitted (preprint is coming soon).
Communications
Seminar LIG, team APTIKAL, University of Grenoble, France, September 23, 2021.
5th International Workshop on Functional and Operatorial Statistics*, Brno, Czech Republic, June 23–25, 2021.
Parisian Seminar of Statistics, Henri Poincaré Institute, Paris, France, June 21, 2021.
Seminar on statistics*, Université Paris 5, France, March 19, 2021.
Seminar on statistics of I2M*, University of Marseille, France, February 8, 2021.
Seminar on probability and statistics of LMA*, University of Poitiers, France, February 4, 2021.
Seminar on statistics of IRMA*, University of Strasbourg, France, November 16, 2020.
Working group of LMRS, team statistics, University of Rouen, France, October 1, 2020.
Chair OQUAIDO, Saint-Étienne, France, November 27 and 28, 2019.
PhD and postdoc day of IMT, University of Toulouse, France, November 12, 2019.
European Meeting of Statisticians, Palermo, Italy, July 22-26, 2019.
50th Journées de Statistique, Paris, France, May 28 to June 1, 2018.
Seminar CEA-EDF-Framatome*, CEA of Saclay, France, June 9 2017.
(*) : By video-conference.
PhD Thesis
Title: New developments around dependence measures for sensitivity analysis : application to severe accident studies for generation IV reactors.
Supervisors : Béatrice Laurent and Amandine Marrel.
Date of award: November 22, 2019.
Thesis manuscript is available here.