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Parametric estimation of complex mixed models based on meta-model approach

Pierre Barbillon , Célia Barthelemy , Adeline Leclercq-Samson
CMStatistics 2015 - 8th International Conference of the ERCIM WG on Computational and Methodological Statistics, Dec 2015, Londres, United Kingdom
Conference papers hal-01600700v1
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EM algorithm coupled with particle filter for maximum likelihood parameter estimation of stochastic differential mixed-effects models

Sophie Donnet , Adeline Samson
2011
Preprints, Working Papers, ... hal-00519576v2

Functional mixed effect models for mouse-tracking data in social cognition

Jean-Charles Quinton , Emilie Devijver , Adeline Samson , Annique Smeding
ESCON Transfer of Knowledge Conference, Aug 2017, Gdansk, Poland
Conference papers hal-01966806v1
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Parameter estimation in neuronal stochastic differential equation models from intracellular recordings of membrane potentials in single neurons: a Review

Susanne Ditlevsen , Adeline Samson
Journal de la Société Française de Statistique, 2016, Special Issue on Statistics and Neurosciences, 157 (1), pp.6-16
Journal articles hal-01623777v1
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Hypoelliptic stochastic FitzHugh-Nagumo neuronal model: mixing, up-crossing and estimation of the spike rate

Jose R. Leon , Adeline Samson
Annals of Applied Probability, 2018, 28 (4), pp.2243-2274. ⟨10.1214/17-AAP1355⟩
Journal articles hal-01492590v1
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Nonparametric estimation of random effects densities in linear mixed-effects model

Fabienne Comte , Adeline Samson
Journal of Nonparametric Statistics, 2012, 24 (4), pp.951-975
Journal articles hal-00657052v1

Burden of stroke and other cardiovascular complications in patients with atrial fibrillation hospitalized in France

Francois-Emery Cotté , Gwendoline Chaize , Anne-Françoise Gaudin , Adeline Samson , Alexandre Vainchtock et al.
EP-Europace, 2016, 18 (4), pp.501-507. ⟨10.1093/europace/euv248⟩
Journal articles hal-03655294v1
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Estimation of population parameters in stochastic differential equations with random effects in the diffusion coefficient

Maud Delattre , Valentine Genon-Catalot , Adeline Samson
ESAIM: Probability and Statistics, 2015, 19, pp.671-688. ⟨10.1051/ps/2015006⟩
Journal articles hal-01056917v2

Analyse fonctionnelle de trajectoires de souris en cognition sociale

Jean-Charles Quinton , Emilie Devijver , Adeline Leclercq-Samson , Annique Smeding
Congrès International de Psychologie Sociale en Langue Française, Jul 2018, Louvain-la-Neuve, Belgique
Conference papers hal-01839425v1
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A review on estimation of stochastic differential equations for pharmacokinetic/pharmacodynamic models

Sophie Donnet , Adeline Samson
Advanced Drug Delivery Reviews, 2013, 65 (7), pp.1. ⟨10.1016/j.addr.2013.03.005⟩
Journal articles hal-00777774v1
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Analyse bayésienne de courbes de croissance par des modèles à effets mixtes définis par équations différentielles stochastiques.

Sophie Donnet , Jean-Louis Foulley , Adeline Samson
41èmes Journées de Statistique, SFdS, Bordeaux, 2009, Bordeaux, France, France
Conference papers inria-00386568v1

Inference for biomedical data by using diffusion models with covariates and mixed effects

Mareile Grosse Ruse , Adeline Samson , Susanne Ditlevsen
Journal of the Royal Statistical Society: Series C Applied Statistics, 2020, 69 (1), pp.167-193. ⟨10.1111/rssc.12386⟩
Journal articles hal-03356599v1
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Mixedsde: a R package to fit mixed stochastic differential equations

Charlotte Dion , Simone Hermann , Adeline Samson
The R Journal, 2019, 11 (1), ⟨10.32614/RJ-2019-009⟩
Journal articles hal-01305574v1

Discussion on "Parameter estimation for differential equations: a generalized smoothing approach" (by Ramsay JO, Hooker G, Campbell D and Cao J),

Sophie Donnet , Adeline Samson
Journal of the Royal Statistical Society: Series B, 2007, 69 (5), pp.741-796
Journal articles hal-00703159v1
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Extension of the SAEM algorithm for nonlinear mixed models with 2 levels of random effects.

Xavière Panhard , Adeline Samson
Biostatistics, 2009, 10 (1), pp.121-35. ⟨10.1093/biostatistics/kxn020⟩
Journal articles inserm-00383201v1
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Maximum likelihood estimation of long-term HIV dynamic models and antiviral response

Marc Lavielle , Adeline Samson , Ana Karina Fermin , France Mentré
Biometrics, 2011, 67 (1), pp.250-9. ⟨10.1111/j.1541-0420.2010.01422.x⟩
Journal articles inserm-00486937v1

Parameter estimation and change-point detection from Dynamic Contrast Enhanced MRI data using stochastic differential equations.

Charles-André Cuénod , Benjamin Favetto , Valentine Genon-Catalot , Yves Rozenholc , Adeline Samson et al.
Mathematical Biosciences, 2011, 233 (1), pp.1-76. ⟨10.1016/j.mbs.2011.06.006⟩
Journal articles hal-00622864v1

Metropolis-Hastings methods for finite element-based registration

Frédéric Richard , Adeline Samson
IEEE conference of the Computer Vision and Pattern Recognition CVPR 2007, Jun 2007, Mineapolis, United States. pp.0
Conference papers hal-00264283v1
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Mixtures of stochastic differential equations with random effects: Application to data clustering

Maud Delattre , Valentine Genon-Catalot , Adeline Samson
Journal of Statistical Planning and Inference, 2016, 173, pp.109-124. ⟨10.1016/j.jspi.2015.12.003⟩
Journal articles hal-01218612v1
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Optimal control for estimation in partially observed elliptic and hypoelliptic stochastic differential equations

Quentin Clairon , Adeline Samson
2017
Preprints, Working Papers, ... hal-01621241v1
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Parameter Estimation in Nonlinear Multivariate Stochastic Differential Equations based on Splitting Schemes

Predrag Pilipovic , Adeline Samson , Susanne Ditlevsen
2022
Preprints, Working Papers, ... hal-03873918v1
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Segmentation des lignes et des colonnes d'une matrice : application aux séquences de navigation visuelle

Vincent Brault , Adeline Leclercq-Samson , Jean-Charles Quinton
49èmes Journées de Statistique, Société Française de Statistique, May 2017, Avignon, France
Conference papers hal-01510939v1

Multiple treatment comparisons in a series of anti-malarials trials with an ordinal primary outcome and repeated treatment evaluations.

Solange Whegang Youdom , Adeline Samson , Leonardo K Basco , Jean-Christophe Thalabard
Malaria Journal, 2012, 11 (1), pp.147. ⟨10.1186/1475-2875-11-147⟩
Journal articles hal-00710906v1
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Deconvolution estimation of onset of pregnancy with replicate observations

Fabienne Comte , Adeline Samson , Julien J. Stirnemann
Scandinavian Journal of Statistics, 2014, 41 (2), pp.325-345. ⟨10.1111/sjos.12029⟩
Journal articles hal-00588235v3
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Density estimation of a biomedical variable subject to measurement error using an auxiliary set of replicate observations

Julien J. Stirnemann , Fabienne Comte , Adeline Samson
2011
Preprints, Working Papers, ... hal-00687606v1
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Optimal control for parameter estimation in partially observed hypoelliptic stochastic differential equations

Quentin Clairon , Adeline Samson
Computational Statistics, 2022, 37, pp.2471-2491. ⟨10.1007/s00180-022-01212-9⟩
Journal articles hal-03320139v2
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Physiological and acoustic characteristics of the male music theatre voice

Tracy Bourne , Maëva Garnier , Adeline Samson
Journal of the Acoustical Society of America, 2016, 140, pp.610-621. ⟨10.1121/1.4954751⟩
Journal articles hal-01349109v1
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Analyse des comportements des utilisateurs de Twitter durant la campagne des élections européennes de 2014

Vincent Brault , Jean-Marc Francony , Adeline Leclercq-Samson , Matthieu Meynet
50èmes Journées de Statistique, Société Française de Statistique, May 2018, Saclay, France
Conference papers hal-01809629v1

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
Journal articles hal-00263511v1
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Missing data in randomized controlled trials of rheumatoid arthritis with radiographic outcomes: A simulation study.

Gabriel Baron , Philippe Ravaud , Adeline Samson , Bruno Giraudeau
Arthritis and Rheumatism, 2008, 59 (1), pp.25-31. ⟨10.1002/art.23253⟩
Journal articles inserm-00217436v1