Reseacher, MICROCOSME project-team, Inria Centre at Université Grenoble Alpes
aline.marguet_at_inria.fr
Bureau G215, Inria Centre at Université Grenoble Alpes.
Research interests:
Branching processes, structured populations, growth-fragmentation equations
Statistical inference for tree-structured data
Inheritance, noise in gene expression, bacterial communities
Keywords: Structured branching processes, sampling and typical individual, cell division, statistical estimation, mixed-effect models, inheritance, stochastic gene expression
AnaComBa: Analysis of bacterial communities: stochastic modelling (2021-2024), Équipe-Action PERSYVAL-lab
MOSTIC: Stochastic modelling and inference for cell communities in interaction (2020-2022), IXXI
A. Marguet, C. Smadi, Spread of parasites affecting death and division rates in a cell population, arXiv:2211.08265, 2022.
V. Bansaye, B. Cloez, P. Gabriel, A. Marguet, A non-conservative Harris ergodic theorem, Journal of the London Mathematical Society, 106, 2459-2510, 2022.
A. Marguet, E. Cinquemani, Identification of stochastic gene expression models over lineage trees, Proceedings of the 19th IFAC symposium on System Identification, Padova, July 13-16, 2021.
A. Marguet, C. Smadi, Long time behaviour of continuous-state nonlinear branching processes with catastrophes, Electronic Journal of Probability, 26, 1-32, 2021.
A. Marguet, M. Lavielle, E. Cinquemani, Inheritance and variability of kinetic gene expression parameters in microbial cells: Modelling and inference from lineage tree data, Bioinformatics, 35(14), i586–i595, 2019. Suppl. Material.
A. Marguet, M. Hoffmann, Statistical estimation in a randomly structured population, Stochastic Processes and their Applications, 129, 12, 5236-5277, 2019.
A. Marguet, A law of large numbers for branching Markov processes by the ergodicity of ancestral lineages, ESAIM: Probability and Statistics, 23, 638–661, 2019.
A. Marguet, Uniform sampling in a structured branching population, Bernoulli, 25, 4A, 2649-2695, 2019.
B. Cloez, R. Dessalles, A. Genadot, F. Malrieu, A. Marguet, R. Yvinec, Probabilistic and Piecewise Deterministic models in Biology, ESAIM: Proceedings and Surveys, 60, 225-245, 2017.
03/2022 Séminaire de Probabilités de l'ICJ et l'UMPA, Lyon.
01/2022 Séminaire de Probabilités de l'IRMAR, Rennes.
08/2021 Journées MAS 2021, online.
07/2021 19th IFAC symposium on System Identification, Padova
06/2021 Séminaire de Modélisation aléatoire du vivant, Paris
02/2021 Séminaire de Probabilités et Statistiques, Montpellier
08/2020 Bernoulli-IMS One World Symposium 2020, pre-recorded presentation
05/2020 Séminaire de Statistique d'AgroParisTech, Paris
02/2020 Séminaire du LMAC, Laboratoire de Mathématiques Appliquées de Compiègne
01/2020 Séminaire de probabilités et statistique, Laboratoire Paul Painlevé, Lille
2018-current, Biostatistics, M2 PhEDC, Université Grenoble Alpes