Project-Team Xpop
Team, Visitors, External Collaborators
Overall Objectives
Developing sound, useful and usable methods
Combining numerical, statistical and stochastic components of a model
Developing future standards
Research Program
Scientific positioning
The mixed-effects models
Computational Statistical Methods
Markov Chain Monte Carlo algorithms
Parameter estimation
Model building
Model evaluation
Missing data
Application Domains
Precision medicine and pharmacogenomics
Oncology
Hemodialysis
Intracellular processes
Population pharmacometrics
Mass spectrometry
Highlights of the Year
New Software and Platforms
mlxR
Rsmlx
SPIX
New Results
Normalizing constants of log-concave densities
The Tamed Unadjusted Langevin Algorithm
Development and performance of npde for the evaluation of time-to-event models
Low-rank Interaction with Sparse Additive Effects Model for Large Data Frames
Diffusion approximations and control variates for MCMC
Density estimation for random walks in random environment
Imputation of mixed data with multilevel singular value decomposition
Logistic Regression with Missing Covariates – Parameter Estimation, Model Selection and Prediction
A fast Stochastic Approximation of the EM algorithm for nonlinear mixed effects models
Incomplete graphical model inference via latent tree aggregation
Bilateral Contracts and Grants with Industry
Bilateral Contracts with Industry
Partnerships and Cooperations
National Initiatives
International Initiatives
International Research Visitors
Dissemination
Promoting Scientific Activities
Teaching - Supervision - Juries
Popularization
Bibliography
Publications of the year
Inria
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Raweb 2018
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Presentation of the Project-Team XPOP
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XPOP Web Site
PDF
e-Pub
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Section: Partnerships and Cooperations
International Research Visitors
Visits of International Scientists
Ricardo Rios, Universidad Central de Venezuela, Caracas: September 2018.
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