Nom | Gomtsyan |
Prénom | Marina |
Bureau | |
mgomtsian@lpsm.paris | |
Page web | https://www.lpsm.paris/users/mgomtsian/ |
Postdoctoral researcher in statistics, working on the analysis of spatial inequalities in intergenerational social mobility in France, with Aurélie Fischer and Cyril Jayet.
Publications and preprints
- M. Gomtsyan, C. Lévy-Leduc, S. Ouadah, L. Sansonnet (2024). Sign-consistent estimation in a sparse Poisson model. Statistics & Probability Letters 209, 110107
- M. Gomtsyan (2023). Variable selection in a specific regression time series of counts. Submitted. arXiv:2307.00929
- M. Gomtsyan, C. Lévy-Leduc, S. Ouadah, L. Sansonnet, C. Bailly, L. Rajjou (2022). Variable selection in sparse multivariate GLARMA models: Application to germination control by environment. Submitted. arXiv:2208.14721
- M. Gomtsyan, C. Lévy-Leduc, S. Ouadah, L. Sansonnet, T. Blein (2022). Variable selection in sparse GLARMA models. Statistics 56(4), 755–784
- M. Gomtsyan, N. Mokrov, M. Panov, Y. Yanovich (2019). Geometry-Aware Maximum Likelihood Estimation of Intrinsic Dimension. Proceedings of The Eleventh Asian Conference on Machine Learning, PMLR 101:1126-1141
R Packages
- M. Gomtsyan (2023). NBtsVarSel: Variable Selection in a Specific Regression Time Series of Counts
- M. Gomtsyan (2022). MultiGlarmaVarSel: Variable selection in sparse multivariate GLARMA models
- M. Gomtsyan, C. Lévy-Leduc, S. Ouadah, L. Sansonnet (2021). GlarmaVarSel: Variable selection in sparse GLARMA models
For more information: CV.