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Using hospital data for monitoring the dynamics of COVID 19 in France
Marc Lavielle
Article dans une revue
hal-03321804
v2
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An ensemble model based on early predictors to forecast COVID-19 health care demand in France
Juliette Paireau
,
Alessio Andronico
,
Nathanaël El Hoz
,
Maylis Layan
,
Pascal Crepey
et al.
Proceedings of the National Academy of Sciences of the United States of America, 2022, 119 (18), pp.e2103302119. ⟨10.1073/pnas.2103302119⟩
Article dans une revue
pasteur-03690824
v3
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SAMBA: a Novel Method for Fast Automatic Model Building in Nonlinear Mixed-Effects Models
Mélanie Prague
,
Marc Lavielle
Article dans une revue
hal-03410025
v1
|
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Reciprocal association between participation to a national election and the epidemic spread of COVID-19 in France: nationwide observational and dynamic modeling study.
Jean-David Zeitoun
,
Matthieu Faron
,
Sylvain Manternach
,
Jerome Fourquet
,
Marc Lavielle
et al.
Article dans une revue
hal-02995300
v1
|
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Predicting the propagation of COVID-19 at an international scale: extension of an SIR model
Marc Lavielle
,
Matthieu Faron
,
Jérémie H Lefevre
,
Jean-David Zeitoun
Article dans une revue
hal-03239518
v1
|
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A mathematical approach to deal with nanoparticle polydispersity in surface enhanced Raman spectroscopy to quantify antineoplastic agents
Antoine Dowek
,
Laetitia Minh Mai Lê
,
Tom Rohmer
,
François-Xavier Legrand
,
Hynd Remita
et al.
Article dans une revue
hal-02557279
v1
|
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Exploring and Comparing Unsupervised Clustering Algorithms
Marc Lavielle
,
Philip Waggoner
Article dans une revue
hal-03031919
v1
|
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SPIX: a new software package to reveal chemical reactions at trace amounts in very complex mixtures from high-resolution mass spectra data sets
Edith Nicol
,
Yao Xu
,
Zsuzsanna Varga
,
Said Kinani
,
Stéphane Bouchonnet
et al.
Rapid Communications in Mass Spectrometry, In press
Article dans une revue
hal-03029906
v1
|
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A mathematical model to predict BNP levels in hemodialysis patients
Maxime Touzot
,
Pascal Seris
,
Catherine Maheas
,
Jill Vanmassenhove
,
Anne-Lyse Langlois
et al.
Article dans une revue
hal-02127228
v1
|
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Logistic Regression with Missing Covariates -- Parameter Estimation, Model Selection and Prediction
Wei Jiang
,
Julie Josse
,
Marc Lavielle
Article dans une revue
hal-01958835
v2
|
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Inheritance and variability of kinetic gene expression parameters in microbial cells: modeling and inference from lineage tree data
Aline Marguet
,
Marc Lavielle
,
Eugenio Cinquemani
Article dans une revue
hal-02317115
v1
|
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f-SAEM: A fast Stochastic Approximation of the EM algorithm for nonlinear mixed effects models
Belhal Karimi
,
Marc Lavielle
,
Éric Moulines
Article dans une revue
hal-01958248
v1
|
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Impact of the interruption of a large heart failure regional disease management program on hospital admission rate: a population-based study
François Alla
,
Nelly Agrinier
,
Marc Lavielle
,
Patrick Rossignol
,
Damien Gonthier
et al.
Article dans une revue
hal-01727632
v1
|
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Parameter Estimation in Nonlinear Mixed Effect Models Using saemix, an R Implementation of the SAEM Algorithm
Emmanuelle Comets
,
Audrey Paris Lavenu
,
Marc Lavielle
Article dans une revue
inserm-01502767
v1
|
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Enhanced Method for Diagnosing Pharmacometric Models: Random Sampling from Conditional Distributions
Marc Lavielle
,
Benjamin Ribba
Article dans une revue
hal-01365532
v1
|
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What do we mean by identiability in mixed effects models?
Marc Lavielle
,
Leon Aarons
Journal of Pharmacokinetics and Pharmacodynamics, 2016
Article dans une revue
hal-01365535
v1
|
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Joint modeling of longitudinal and repeated time-to-event data using nonlinear mixed-effects models and the SAEM algorithm
Cyprien Mbogning
,
Kevin Bleakley
,
Marc Lavielle
Article dans une revue
hal-01122140
v1
|
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Pharmacodynamic response modelling of arterial blood pressure in adult volunteers during propofol anaesthesia
Christian Jeleazcov
,
Marc Lavielle
,
Jürgen Schüttler
,
Harald Ihmsen
Article dans une revue
hal-01252009
v1
|
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MatVPC: A User-Friendly MATLAB-Based Tool for the Simulation and Evaluation of Systems Pharmacology Models
Kostas Biliouris
,
Marc Lavielle
,
Mirjam Trame
Article dans une revue
hal-01252020
v1
|
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Prediction of Response to Temozolomide in Low-Grade Glioma Patients Based on Tumor Size Dynamics and Genetic Characteristics
P Mazzocco
,
Célia Barthélémy
,
G Kaloshi
,
Marc Lavielle
,
D Ricard
et al.
CPT: Pharmacometrics and Systems Pharmacology, 2015, 4 (12), pp.728-737. ⟨10.1002/psp4.54⟩
Article dans une revue
hal-01252076
v1
|
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An improved SAEM algorithm for maximum likelihood estimation in mixtures of non linear mixed effects models
Marc Lavielle
,
Cyprien Mbogning
Article dans une revue
hal-00916817
v1
|
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A note on BIC in mixed-effects models
Maud Delattre
,
Marc Lavielle
,
Marie-Anne Poursat
Article dans une revue
hal-00991708
v1
|
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Current Use and Developments Needed for Optimal Design in Pharmacometrics: A Study Performed Among DDMoRe's European Federation of Pharmaceutical Industries and Associations Members
France Mentré
,
Marylore Chenel
,
Emmanuelle Comets
,
Joachim Grevel
,
Andrew C. Hooker
et al.
Article dans une revue
hal-01122163
v1
|
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Coupling the SAEM algorithm and the extended Kalman filter for maximum likelihood estimation in mixed-effects diffusion models
Maud Delattre
,
Marc Lavielle
Statistics and Its Interface, 2013, 6 (4), pp.519--532
Article dans une revue
hal-00916803
v1
|
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Rôle et limites de la statistique dans l'évaluation des risques sanitaires liés aux OGM
Marc Lavielle
Statistique et Société, 2013, 1 (1), pp.mai 2013
Article dans une revue
hal-00916844
v1
|
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The recruitment of p47phox and Rac2G12V at the phagosome is transient and phosphatidylserine-dependent
Marie-Cécile Faure
,
Jean-Claude Sulpice
,
Maud Delattre
,
Marc Lavielle
,
Magali Prigent
et al.
Article dans une revue
hal-01555264
v2
|
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Analysis of exposure–response of CI-945 in patients with epilepsy: application of novel mixed hidden Markov modeling methodology
Maud Delattre
,
Radojka M. Savic
,
Raymond Miller
,
Mats O. Karlsson
,
Marc Lavielle
Article dans une revue
istex
hal-01560511
v1
|
|
Between-subject and within-subject model mixtures for classifying HIV treatment response
Cyprien Mbogning
,
Kevin Bleakley
,
Marc Lavielle
Progress in Applied Mathematics, 2012, 4 (2), pp.148-166
Article dans une revue
hal-00756615
v1
|
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A safe bet?
Joachim Grevel
,
Marc Lavielle
European Biopharmaceutical Review, 2012
Article dans une revue
hal-00756608
v1
|
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Maximum likelihood estimation in discrete mixed hidden Markov models using the SAEM algorithm
Maud Delattre
,
Marc Lavielle
Article dans une revue
istex
hal-00756599
v1
|
|
Analysis of exposure-response of CI-945 in patients with epilepsy: application of novel Mixed Hidden Markov Modelling Methodology
Maud Delattre
,
Radojka M. Savic
,
Raymond Miller
,
Mats O. Karlsson
,
Marc Lavielle
Journal of Pharmacokinetics and Pharmacodynamics, 2012, 39 (3), pp.263-271
Article dans une revue
hal-00756603
v1
|
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Random threshold for linear model selection, revisited
Merlin Keller
,
Marc Lavielle
Statistics and Its Interface, 2012, 5 (2), pp.263-275
Article dans une revue
hal-00756592
v1
|
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Automatic data binning for improved visual diagnosis of pharmacometric models
Marc Lavielle
,
Kevin Bleakley
Article dans une revue
hal-00654842
v1
|
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Implementation and Evaluation of the SAEM algorithm for longitudinal ordered categorical data with an illustration in pharmacokinetics-pharmacodynamics
Rada Savic
,
France Mentré
,
Marc Lavielle
Article dans une revue
hal-00637400
v1
|
|
Maximum likelihood estimation of long-term HIV dynamic models and antiviral response
Marc Lavielle
,
Adeline Samson
,
Ana Karina Fermin
,
France Mentré
Article dans une revue
inserm-00486937
v1
|
|
Model-based analyses of bioequivalence crossover trials using the stochastic approximation expectation maximisation algorithm.
Anne Dubois
,
Marc Lavielle
,
Sandro Gsteiger
,
Etienne Pigeolet
,
France Mentré
Article dans une revue
istex
inserm-00643832
v1
|
|
The Use of the SAEM Algorithm in MONOLIX Software for Estimation of Population Pharmacokinetic-Pharmacodynamic-Viral Dynamics Parameters of Maraviroc in Asymptomatic HIV Subjects
Phylinda Chan
,
Philippe Jacqmin
,
Marc Lavielle
,
Lynn Mcfadyen
,
Barry Weatherley
Article dans une revue
hal-00637403
v1
|
|
A Comprehensive Hepatitis C Viral Kinetic Model Explaining Cure
Eric Snoeck
,
Pascal Chanu
,
Marc Lavielle
,
Philippe Jacqmin
,
Niclas Jonsson
et al.
Clinical Pharmacology and Therapeutics, 2010, 87 (6), pp.706-713
Article dans une revue
hal-00637434
v1
|
|
Performance in population models for count data, part II: a new SAEM algorithm.
Radojka Savic
,
Marc Lavielle
Article dans une revue
inserm-00470358
v1
|
|
Modelling the influence of MDR1 polymorphism on digoxin pharmacokinetic parameters.
Emmanuelle Comets
,
Céline Verstuyft
,
Marc Lavielle
,
Patrice Jaillon
,
Laurent Becquemont
et al.
Article dans une revue
inserm-00146888
v1
|
|
Estimation of population pharmacokinetic parameters of saquinavir in HIV patients with the MONOLIX software.
Marc Lavielle
,
France Mentré
Article dans une revue
inserm-00156907
v1
|
|
The SAEM algorithm for group comparison tests in longitudinal data analysis based on non-linear mixed-effects model.
Adeline Samson
,
Marc Lavielle
,
France Mentré
Article dans une revue
inserm-00169790
v1
|
|
The SAEM algorithm for group comparison tests in longitudinal data analysis based on non-linear mixed-effects model
Adeline Samson
,
Marc Lavielle
,
France Mentré
Statistics in Medicine, 2007, 26, pp.4860-4875
Article dans une revue
hal-00263511
v1
|
|
Are fMRI event-related response constant in time? A model selection answer
Sophie Donnet
,
Marc Lavielle
,
Jean-Baptiste Poline
NeuroImage, 2006, 31, pp.1169 - 1176
Article dans une revue
hal-00415832
v1
|
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Extension of the SAEM algorithm to left-censored data in nonlinear mixed-effects model: Application to HIV dynamics model
Adeline Samson
,
Marc Lavielle
,
France Mentré
Article dans une revue
inserm-00182360
v1
|
|
Extension of the SAEM algorithm to left-censored data in non-linear mixed-effects model: application to HIV dynamics model
Adeline Samson
,
Marc Lavielle
,
France Mentré
Computational Statistics and Data Analysis, 2006, 51, pp.1562-1574
Article dans une revue
hal-00263506
v1
|
|
Genetic analysis of growth curves using the SAEM algorithm
Florence Jaffrezic
,
Cristian Meza
,
Marc Lavielle
,
Jean-Louis Foulley
Genetics Selection Evolution, 2006, 38 (6), pp.583-600
Article dans une revue
hal-00894568
v1
|
|
Bayesian off-line detection of multiple change-points corrupted by multiplicative noise : application to SAR image edge detection
Jean-Yves Tourneret
,
Michel Doisy
,
Marc Lavielle
Article dans une revue
istex
hal-03602985
v1
|