356 citations
- Centre National de la Recherche ScientifiqueFR19 papers
- Laboratoire de Physique Théorique et Modèles StatistiquesFR11 papers
- Université Paris-SudFR9 papers
- AgroParisTechFR8 papers
- Institut National de Recherche pour l'Agriculture, l'Alimentation et l'EnvironnementFR6 papers
- Institut National de la Recherche AgronomiqueMA5 papers
- Université Paris-SaclayFR5 papers
- Max Planck Institute for Mathematics in the SciencesDE4 papers
- Max Planck Institute for MathematicsDE3 papers
- University of ZurichCH3 papers
- Centre de Génétique MoléculaireFR2 papers
- Jagiellonian UniversityPL2 papers
21 papers
Estimation and variable selection in high dimension in nonlinear mixed-effects models
Antoine Caillebotte, Estelle Kuhn, Sarah Lemler
We consider nonlinear mixed effects models including high-dimensional covariates to model individual parameters variability. The objective is to identify relevant covariates among…
Bayesian high-dimensional covariate selection in non-linear mixed-effects models using the SAEM algorithm
Marion Naveau, Guillaume Kon Kam King, Renaud Rincent +2
High-dimensional variable selection, with many more covariates than observations, is widely documented in standard regression models, but there are still few tools to address it in…
Querying multiple sets of -values through composed hypothesis testing
Tristan Mary-Huard, Sarmistha Das, Indranil Mukhopadhyay +1
Motivation: Combining the results of different experiments to exhibit complex patterns or to improve statistical power is a typical aim of data integration. The starting point of t…
Plant responses to auxin signals: an operating principle for dynamical sensitivity yet high resilience
Silvia Grigolon, Barbara Bravi, Olivier C. Martin
Plants depend on the signaling of the phytohormone auxin for their development and for responding to environmental perturbations. The associated biomolecular signaling network invo…
Constrained Allocation Flux Balance Analysis
Matteo Mori, Terence Hwa, Olivier C. Martin +2
New experimental results on bacterial growth inspire a novel top-down approach to study cell metabolism, combining mass balance and proteomic constraints to extend and complement F…
Theoretical analysis of cross-validation for estimating the risk of the k-Nearest Neighbor classifier
Alain Celisse, Tristan Mary-Huard
The present work aims at deriving theoretical guaranties on the behavior of some cross-validation procedures applied to the -nearest neighbors (NN) rule in the context of bin…