Inria
/
Raweb 2010
Presentation of the Project select
Logo Inria
select
Model selection in statistical learning
2010 Research Team Activity Report
Saclay - Île-de-France
Field :
Applied Mathematics, Computation and Simulation
Theme : Optimization, Learning and Statistical Methods
Presentation of the Project-Team
- Activity Report in
PDF
or
XML
or
ePub
(
test
) format
Members
Overall Objectives
Model selection in Statistics
Highlights
Scientific Foundations
General presentation
A non asymptotic view for model selection
Taking into account the modelling purpose in model selection
Bayesian model selection
Nonlinear mixed effect models
Application Domains
Introduction
Curves classification
Computer Experiments and Reliability
Neuroimaging
Population pharmacology
Software
MIXMOD software
MONOLIX software
New Results
Model selection in Regression and Classification
Statistical learning methodology and theory
Reliability and Computer Experiments
Curves classification, denoising and forecasting
Neuroimaging, Statistical analysis of fMRI data
Nonlinear mixed effects model
Contracts and Grants with Industry
Contracts with EDF
The Monolix software project
Other contracts
Project GAS
Project EHPOC
Other Grants and Activities
National Actions
European actions
International Initiatives
Dissemination
Scientific Communauty animation
Teaching
Bibliography
Publications of the year
