ESAIM: Probability and Statistics (ESAIM: P&S)

Euro-Par 2019: Parallel Processing Workshops

Tom Haber and Frank van Reeth
Lecture Notes in Computer Science, Euro-Par 2019: Parallel Processing Workshops 11997 560 (2020)
DOI: 10.1007/978-3-030-48340-1_43
See this article

Topics in Applied Statistics

Shuang Wu, Zhi-Ping Liu, Xing Qiu and Hulin Wu
Springer Proceedings in Mathematics & Statistics, Topics in Applied Statistics 55 173 (2013)
DOI: 10.1007/978-1-4614-7846-1_15
See this article

Population pharmacokinetic model of free and total ropivacaine after transversus abdominis plane nerve block in patients undergoing liver resection

Edouard Ollier, Fabrice Heritier, Caroline Bonnet, et al.
British Journal of Clinical Pharmacology 80 (1) 67 (2015)
DOI: 10.1111/bcp.12582
See this article

Comparative Pharmacokinetics

Jason Chittenden
Comparative Pharmacokinetics 347 (2011)
DOI: 10.1002/9780470959916.ch16
See this article

Bayesian Mixed Effect Atlas Estimation with a Diffeomorphic Deformation Model

S. Allassonnière, S. Durrleman and E. Kuhn
SIAM Journal on Imaging Sciences 8 (3) 1367 (2015)
DOI: 10.1137/140971762
See this article

Safety, pharmacokinetics, and activity of EZN-2208, a novel conjugate of polyethylene glycol and SN38, in patients with advanced malignancies

Razelle Kurzrock, Sanjay Goel, Jennifer Wheler, et al.
Cancer 118 (24) 6144 (2012)
DOI: 10.1002/cncr.27647
See this article

Drug–drug interaction predictions with PBPK models and optimal multiresponse sampling time designs: application to midazolam and a phase I compound. Part 2: clinical trial results

Marylore Chenel, François Bouzom, Fanny Cazade, et al.
Journal of Pharmacokinetics and Pharmacodynamics 35 (6) 661 (2008)
DOI: 10.1007/s10928-008-9105-5
See this article

A flexible state–space model for learning nonlinear dynamical systems

Andreas Svensson and Thomas B. Schön
Automatica 80 189 (2017)
DOI: 10.1016/j.automatica.2017.02.030
See this article

Estimation in the probit normal model for binary outcomes using the SAEM algorithm

Cristian Meza, Florence Jaffrézic and Jean-Louis Foulley
Computational Statistics & Data Analysis 53 (4) 1350 (2009)
DOI: 10.1016/j.csda.2008.11.024
See this article

Non-Gaussian modeling of spatial data using scale mixing of a unified skew Gaussian process

Hamid Zareifard and Majid Jafari Khaledi
Journal of Multivariate Analysis 114 16 (2013)
DOI: 10.1016/j.jmva.2012.07.003
See this article

A non linear mixed effects model of plant growth and estimation via stochastic variants of the EM algorithm

Charlotte Baey, Samis Trevezas and Paul-Henry Cournède
Communications in Statistics - Theory and Methods 45 (6) 1643 (2016)
DOI: 10.1080/03610926.2014.930909
See this article

Assessment of penetrant and vehicle mixture properties on transdermal permeability using a mixed effect pharmacokinetic model ofex vivoporcine skin

Jason T. Chittenden and Jim E. Riviere
Biopharmaceutics & Drug Disposition 37 (7) 387 (2016)
DOI: 10.1002/bdd.2018
See this article

On nonparametric maximum likelihood for a class of stochastic inverse problems

Djalil Chafaı¨ and Jean-Michel Loubes
Statistics & Probability Letters 76 (12) 1225 (2006)
DOI: 10.1016/j.spl.2005.12.019
See this article

Stochastic Approximation Boosting for Incomplete Data Problems

Joseph Sexton and Petter Laake
Biometrics 65 (4) 1156 (2009)
DOI: 10.1111/j.1541-0420.2009.01202.x
See this article

Stochastic algorithm for Bayesian mixture effect template estimation

Stéphanie Allassonnière and Estelle Kuhn
ESAIM: Probability and Statistics 14 382 (2010)
DOI: 10.1051/ps/2009001
See this article

Predicting time to castration resistance in hormone sensitive prostate cancer by a personalization algorithm based on a mechanistic model integrating patient data

Moran Elishmereni, Yuri Kheifetz, Ilan Shukrun, et al.
The Prostate 76 (1) 48 (2016)
DOI: 10.1002/pros.23099
See this article

Semi-Supervised Linear Spectral Unmixing Using a Hierarchical Bayesian Model for Hyperspectral Imagery

Nicolas Dobigeon, Jean-Yves Tourneret and Chein-I Chang
IEEE Transactions on Signal Processing 56 (7) 2684 (2008)
DOI: 10.1109/TSP.2008.917851
See this article

Estimation in nonlinear mixed-effects models using heavy-tailed distributions

Cristian Meza, Felipe Osorio and Rolando De la Cruz
Statistics and Computing 22 (1) 121 (2012)
DOI: 10.1007/s11222-010-9212-1
See this article

Modelling Methodology for Physiology and Medicine

Paolo Magni, Alessandra Bertoldo and Paolo Vicini
Modelling Methodology for Physiology and Medicine 131 (2014)
DOI: 10.1016/B978-0-12-411557-6.00007-0
See this article

Learning the spatiotemporal variability in longitudinal shape data sets

Alexandre Bône, Olivier Colliot and Stanley Durrleman
International Journal of Computer Vision 128 (12) 2873 (2020)
DOI: 10.1007/s11263-020-01343-w
See this article

Statistical Alignment with a Sequence Evolution Model Allowing Rate Heterogeneity along the Sequence

A. Arribas-Gil, D. Metzler and J.-L. Plouhinec
IEEE/ACM Transactions on Computational Biology and Bioinformatics 6 (2) 281 (2009)
DOI: 10.1109/TCBB.2007.70246
See this article

Comparison of Nonlinear Mixed Effects Models and Noncompartmental Approaches in Detecting Pharmacogenetic Covariates

Adrien Tessier, Julie Bertrand, Marylore Chenel and Emmanuelle Comets
The AAPS Journal 17 (3) 597 (2015)
DOI: 10.1208/s12248-015-9726-8
See this article

Influence diagnostics in spatial models with censored response

Víctor H. Lachos, Larissa A. Matos, Thais S. Barbosa, Aldo M. Garay and Dipak K. Dey
Environmetrics 28 (7) e2464 (2017)
DOI: 10.1002/env.2464
See this article

Medical Image Computing and Computer Assisted Intervention − MICCAI 2017

I. Koval, J.-B. Schiratti, A. Routier, et al.
Lecture Notes in Computer Science, Medical Image Computing and Computer Assisted Intervention − MICCAI 2017 10433 451 (2017)
DOI: 10.1007/978-3-319-66182-7_52
See this article

In vitro and in vivo evaluation of drug-drug interaction between dabigatran and proton pump inhibitors

Edouard Ollier, Sophie Hodin, Thierry Basset, et al.
Fundamental & Clinical Pharmacology 29 (6) 604 (2015)
DOI: 10.1111/fcp.12154
See this article

Joint Segmentation of Multivariate Astronomical Time Series: Bayesian Sampling With a Hierarchical Model

Nicolas Dobigeon, Jean-Yves Tourneret and Jeffrey D. Scargle
IEEE Transactions on Signal Processing 55 (2) 414 (2007)
DOI: 10.1109/TSP.2006.885768
See this article

Francisco Richter, Thijs Janzen, Hanno Hildenbrandt, Ernst C. Wit and Rampal S. Etienne
(2021)
DOI: 10.1101/2021.07.01.450729
See this article

An empirical Bayes procedure for the selection of Gaussian graphical models

Sophie Donnet and Jean-Michel Marin
Statistics and Computing 22 (5) 1113 (2012)
DOI: 10.1007/s11222-011-9285-5
See this article

Joint Segmentation of Piecewise Constant Autoregressive Processes by Using a Hierarchical Model and a Bayesian Sampling Approach

Nicolas Dobigeon, Jean-Yves Tourneret and Manuel Davy
IEEE Transactions on Signal Processing 55 (4) 1251 (2007)
DOI: 10.1109/TSP.2006.889090
See this article

Computational Science – ICCS 2019

Balazs Nemeth, Tom Haber, Jori Liesenborgs and Wim Lamotte
Lecture Notes in Computer Science, Computational Science – ICCS 2019 11536 628 (2019)
DOI: 10.1007/978-3-030-22734-0_46
See this article

Convergent stochastic Expectation Maximization algorithm with efficient sampling in high dimension. Application to deformable template model estimation

Stéphanie Allassonnière and Estelle Kuhn
Computational Statistics & Data Analysis 91 4 (2015)
DOI: 10.1016/j.csda.2015.04.011
See this article

An improved SAEM algorithm for maximum likelihood estimation in mixtures of non linear mixed effects models

Marc Lavielle and Cyprien Mbogning
Statistics and Computing 24 (5) 693 (2014)
DOI: 10.1007/s11222-013-9396-2
See this article

Quantile regression for nonlinear mixed effects models: a likelihood based perspective

Christian E. Galarza, Luis M. Castro, Francisco Louzada and Victor H. Lachos
Statistical Papers 61 (3) 1281 (2020)
DOI: 10.1007/s00362-018-0988-y
See this article

Modelling the interindividual variability of organogenesis in sugar beet populations using a hierarchical segmented model

Charlotte Baey, Anne Didier, Sébastien Lemaire, Fabienne Maupas and Paul-Henry Cournède
Ecological Modelling 263 56 (2013)
DOI: 10.1016/j.ecolmodel.2013.04.013
See this article

Stochastic approximation Monte Carlo EM for change-point analysis

Hwa Kyung Lim, Jaejun Lee and Sooyoung Cheon
Journal of Statistical Computation and Simulation 87 (1) 69 (2017)
DOI: 10.1080/00949655.2016.1192630
See this article

Inheritance and variability of kinetic gene expression parameters in microbial cells: modeling and inference from lineage tree data

Aline Marguet, Marc Lavielle and Eugenio Cinquemani
Bioinformatics 35 (14) i586 (2019)
DOI: 10.1093/bioinformatics/btz378
See this article

On the modelling of nested risk-neutral stochastic processes with applications in insurance

S. N. Singor, A. Boer, J. S. C. Alberts and C. W. Oosterlee
Applied Mathematical Finance 24 (4) 302 (2017)
DOI: 10.1080/1350486X.2017.1378583
See this article

Modeling Longitudinal Preclinical Tumor Size Data to Identify Transient Dynamics in Tumor Response to Antiangiogenic Drugs

LG Hutchinson, H-J Mueller, EA Gaffney, et al.
CPT: Pharmacometrics & Systems Pharmacology 5 (11) 636 (2016)
DOI: 10.1002/psp4.12142
See this article

Investigate Data Dependency for Dynamic Gene Regulatory Network Identification through High-dimensional Differential Equation Approach

Tao Lu and Min Wang
Communications in Statistics - Simulation and Computation 45 (7) 2377 (2016)
DOI: 10.1080/03610918.2014.902224
See this article

High-Frequency Volatility Modelling: A Markov-Switching Autoregressive Conditional Intensity Model

Yifan Li and Ingmar Nolte
SSRN Electronic Journal (2016)
DOI: 10.2139/ssrn.2785499
See this article

High-Dimensional ODEs Coupled With Mixed-Effects Modeling Techniques for Dynamic Gene Regulatory Network Identification

Tao Lu, Hua Liang, Hongzhe Li and Hulin Wu
Journal of the American Statistical Association 106 (496) 1242 (2011)
DOI: 10.1198/jasa.2011.ap10194
See this article

Pharmacokinetic/Pharmacodynamic Modeling of Psychomotor Impairment Induced by Oral Clonazepam in Healthy Volunteers

Fábio Monteiro dos Santos, José Carlos Saraiva Gonçalves, Ricardo Caminha, et al.
Therapeutic Drug Monitoring 31 (5) 566 (2009)
DOI: 10.1097/FTD.0b013e3181b1dd76
See this article

Extension of the SAEM algorithm to left-censored data in nonlinear mixed-effects model: Application to HIV dynamics model

Adeline Samson, Marc Lavielle and France Mentré
Computational Statistics & Data Analysis 51 (3) 1562 (2006)
DOI: 10.1016/j.csda.2006.05.007
See this article

A refined parameter estimating approach for HIV dynamic model

Tao Lu, Yangxin Huang, Min Wang and Feng Qian
Journal of Applied Statistics 41 (8) 1645 (2014)
DOI: 10.1080/02664763.2014.885001
See this article

Multivariate geostatistical mapping of radioactive contamination in the Maddalena Archipelago (Sardinia, Italy): spatial special issue

Marco Minozzo and Clarissa Ferrari
AStA Advances in Statistical Analysis 97 (2) 195 (2013)
DOI: 10.1007/s10182-012-0201-x
See this article

Phase I dose-escalation study of EZN-2208 (PEG-SN38), a novel conjugate of poly(ethylene) glycol and SN38, administered weekly in patients with advanced cancer

Amita Patnaik, Kyriakos P. Papadopoulos, Anthony W. Tolcher, et al.
Cancer Chemotherapy and Pharmacology 71 (6) 1499 (2013)
DOI: 10.1007/s00280-013-2149-2
See this article

Maximum likelihood estimation in nonlinear mixed effects models

E. Kuhn and M. Lavielle
Computational Statistics & Data Analysis 49 (4) 1020 (2005)
DOI: 10.1016/j.csda.2004.07.002
See this article

Performance Comparison of Various Maximum Likelihood Nonlinear Mixed-Effects Estimation Methods for Dose–Response Models

Elodie L. Plan, Alan Maloney, France Mentré, Mats O. Karlsson and Julie Bertrand
The AAPS Journal 14 (3) 420 (2012)
DOI: 10.1208/s12248-012-9349-2
See this article

Pharmacokinetic Similarity of Biologics: Analysis Using Nonlinear Mixed-Effects Modeling

A Dubois, S Gsteiger, S Balser, et al.
Clinical Pharmacology & Therapeutics 91 (2) 234 (2012)
DOI: 10.1038/clpt.2011.216
See this article

Using SAEM to estimate parameters of models of response to applied fertilizer

David Makowski and Marc Lavielle
Journal of Agricultural, Biological, and Environmental Statistics 11 (1) 45 (2006)
DOI: 10.1198/108571106X95728
See this article

A parameter expansion version of the SAEM algorithm

Marc Lavielle and Cristian Meza
Statistics and Computing 17 (2) 121 (2007)
DOI: 10.1007/s11222-006-9007-6
See this article

Hierarchical Bayesian Sparse Image Reconstruction With Application to MRFM

N. Dobigeon, A.O. Hero and J.-Y. Tourneret
IEEE Transactions on Image Processing 18 (9) 2059 (2009)
DOI: 10.1109/TIP.2009.2024067
See this article

A Particle Stochastic Approximation EM Algorithm to Identify Jump Markov Nonlinear Models

Milan Papež
IFAC-PapersOnLine 51 (15) 676 (2018)
DOI: 10.1016/j.ifacol.2018.09.205
See this article

A mixture model-based approach to the clustering of exponential repeated data

M.J. Martinez, C. Lavergne and C. Trottier
Journal of Multivariate Analysis 100 (9) 1938 (2009)
DOI: 10.1016/j.jmva.2009.04.006
See this article

Multivariate Analysis of Longitudinal Ordinal Data With Mixed Effects Models, With Application to Clinical Outcomes in Osteoarthritis

Celine Marielle Laffont, Marc Vandemeulebroecke and Didier Concordet
Journal of the American Statistical Association 109 (507) 955 (2014)
DOI: 10.1080/01621459.2014.917977
See this article

Towards quantitative imaging biomarkers of tumor dissemination: A multi-scale parametric modeling of multiple myeloma

Marie Piraud, Markus Wennmann, Laurent Kintzelé, et al.
Medical Image Analysis 57 214 (2019)
DOI: 10.1016/j.media.2019.07.001
See this article

Bayesian spatial prediction of skew and censored data via a hybrid algorithm

Firoozeh Rivaz and Majid Jafari Khaledi
Journal of Applied Statistics 42 (9) 1993 (2015)
DOI: 10.1080/02664763.2015.1014895
See this article

Model-based curve registration via stochastic approximation EM algorithm

Eric Fu and Nancy Heckman
Computational Statistics & Data Analysis 131 159 (2019)
DOI: 10.1016/j.csda.2018.06.010
See this article

Model-based analyses of bioequivalence crossover trials using the stochastic approximation expectation maximisation algorithm

Anne Dubois, Marc Lavielle, Sandro Gsteiger, Etienne Pigeolet and France Mentré
Statistics in Medicine 30 (21) 2582 (2011)
DOI: 10.1002/sim.4286
See this article

Likelihood-based inference for censored linear regression models with scale mixtures of skew-normal distributions

Thalita do Bem Mattos, Aldo M. Garay and Victor H. Lachos
Journal of Applied Statistics 45 (11) 2039 (2018)
DOI: 10.1080/02664763.2017.1408788
See this article

Bayesian Orthogonal Component Analysis for Sparse Representation

Nicolas Dobigeon and Jean-Yves Tourneret
IEEE Transactions on Signal Processing 58 (5) 2675 (2010)
DOI: 10.1109/TSP.2010.2041594
See this article

Estimation for stochastic differential equations with mixed effects

V. Genon-Catalot and C. Larédo
Statistics 50 (5) 1014 (2016)
DOI: 10.1080/02331888.2016.1141910
See this article

Pharmacokinetic/pharmacodynamic model for unfractionated heparin dosing during cardiopulmonary bypass

X. Delavenne, E. Ollier, S. Chollet, et al.
British Journal of Anaesthesia 118 (5) 705 (2017)
DOI: 10.1093/bja/aex044
See this article

A new class of stochastic EM algorithms. Escaping local maxima and handling intractable sampling

Stéphanie Allassonnière and Juliette Chevallier
Computational Statistics & Data Analysis 159 107159 (2021)
DOI: 10.1016/j.csda.2020.107159
See this article

f-SAEM: A fast stochastic approximation of the EM algorithm for nonlinear mixed effects models

Belhal Karimi, Marc Lavielle and Eric Moulines
Computational Statistics & Data Analysis 141 123 (2020)
DOI: 10.1016/j.csda.2019.07.001
See this article

Effect of Activated Charcoal on Rivaroxaban Complex Absorption

Edouard Ollier, Sophie Hodin, Julien Lanoiselée, et al.
Clinical Pharmacokinetics 56 (7) 793 (2017)
DOI: 10.1007/s40262-016-0485-1
See this article

Narayan Puthanmadam Subramaniyam, Filip Tronarp, Simo Särkkä and Lauri Parkkonen
(2020)
DOI: 10.1101/2020.10.04.325563
See this article

Andreas Svensson, Thomas B. Schon and Fredrik Lindsten
6504 (2014)
DOI: 10.1109/CDC.2014.7040409
See this article

Heavy-tailed longitudinal regression models for censored data: a robust parametric approach

Larissa A. Matos, Víctor H. Lachos, Tsung-I Lin and Luis M. Castro
TEST 28 (3) 844 (2019)
DOI: 10.1007/s11749-018-0603-5
See this article

Nonlinear methods for inverse statistical problems

Pierre Barbillon, Gilles Celeux, Agnès Grimaud, Yannick Lefebvre and Étienne De Rocquigny
Computational Statistics & Data Analysis 55 (1) 132 (2011)
DOI: 10.1016/j.csda.2010.05.030
See this article

Complex pattern of interleukin-11-induced inflammation revealed by mathematically modeling the dynamics of C-reactive protein

Yuri Kheifetz, Moran Elishmereni and Zvia Agur
Journal of Pharmacokinetics and Pharmacodynamics 41 (5) 479 (2014)
DOI: 10.1007/s10928-014-9383-z
See this article

On a convergent stochastic estimation algorithm for frailty models

Estelle Kuhn and Charles El-Nouty
Statistics and Computing 23 (3) 413 (2013)
DOI: 10.1007/s11222-012-9319-7
See this article

Joint segmentation of wind speed and direction using a hierarchical model

Nicolas Dobigeon and Jean-Yves Tourneret
Computational Statistics & Data Analysis 51 (12) 5603 (2007)
DOI: 10.1016/j.csda.2007.04.016
See this article

Maximum Likelihood Estimation for Stochastic Differential Equations with Random Effects

MAUD DELATTRE, VALENTINE GENON-CATALOT and ADELINE SAMSON
Scandinavian Journal of Statistics 40 (2) 322 (2013)
DOI: 10.1111/j.1467-9469.2012.00813.x
See this article

LASSO-type estimators for semiparametric nonlinear mixed-effects models estimation

Ana Arribas-Gil, Karine Bertin, Cristian Meza and Vincent Rivoirard
Statistics and Computing 24 (3) 443 (2014)
DOI: 10.1007/s11222-013-9380-x
See this article

Modeling antiretroviral drug responses for HIV-1 infected patients using differential equation models

Yanni Xiao, Hongyu Miao, Sanyi Tang and Hulin Wu
Advanced Drug Delivery Reviews 65 (7) 940 (2013)
DOI: 10.1016/j.addr.2013.04.005
See this article

Maximum likelihood estimation in discrete mixed hidden Markov models using the SAEM algorithm

M. Delattre and M. Lavielle
Computational Statistics & Data Analysis 56 (6) 2073 (2012)
DOI: 10.1016/j.csda.2011.12.017
See this article

Assessing the Correlation Structure in Cow Udder Quarter Infection Times Through Extensions of the Correlated Frailty Model

Estelle Kuhn, Klara Goethals, Charles El-Nouty and Luc Duchateau
Journal of Agricultural, Biological and Environmental Statistics 21 (4) 601 (2016)
DOI: 10.1007/s13253-016-0255-4
See this article

Population analysis of ethnicity and first-phase insulin release

Lanyi Xie, Robert P. Hoffman and Peter Veng-Pedersen
Diabetes Research and Clinical Practice 89 (3) 243 (2010)
DOI: 10.1016/j.diabres.2010.04.025
See this article

Parametric inference for mixed models defined by stochastic differential equations

Sophie Donnet and Adeline Samson
ESAIM: Probability and Statistics 12 196 (2008)
DOI: 10.1051/ps:2007045
See this article

A Comprehensive Statistical Model for Cell Signaling

E Yoruk, M F Ochs, D Geman and L Younes
IEEE/ACM Transactions on Computational Biology and Bioinformatics 8 (3) 592 (2011)
DOI: 10.1109/TCBB.2010.87
See this article

Performance and Robustness of the Monte Carlo Importance Sampling Algorithm Using Parallelized S-ADAPT for Basic and Complex Mechanistic Models

Jurgen B. Bulitta and Cornelia B. Landersdorfer
The AAPS Journal 13 (2) 212 (2011)
DOI: 10.1208/s12248-011-9258-9
See this article

Flexible longitudinal linear mixed models for multiple censored responses data

Victor H. Lachos, Larissa A. Matos, Luis M. Castro and Ming‐Hui Chen
Statistics in Medicine 38 (6) 1074 (2019)
DOI: 10.1002/sim.8017
See this article

A stochastic algorithm for probabilistic independent component analysis

Stéphanie Allassonnière and Laurent Younes
The Annals of Applied Statistics 6 (1) (2012)
DOI: 10.1214/11-AOAS499
See this article

Student's $t$ VAR Modeling With Missing Data Via Stochastic EM and Gibbs Sampling

Rui Zhou, Junyan Liu, Sandeep Kumar and Daniel P. Palomar
IEEE Transactions on Signal Processing 68 6198 (2020)
DOI: 10.1109/TSP.2020.3033378
See this article

High-frequency volatility modeling: A Markov-Switching Autoregressive Conditional Intensity model

Yifan Li, Ingmar Nolte and Sandra Nolte
Journal of Economic Dynamics and Control 124 104077 (2021)
DOI: 10.1016/j.jedc.2021.104077
See this article

Genetic analysis of growth curves using the SAEM algorithm

Florence Jaffrézic, Cristian Meza, Marc Lavielle and Jean-Louis Foulley
Genetics Selection Evolution 38 (6) 583 (2006)
DOI: 10.1051/gse:2006023
See this article

Non-Linear Pharmacokinetics of Oral Roscovitine (Seliciclib) in Cystic Fibrosis Patients Chronically Infected with Pseudomonas aeruginosa: A Study on Population Pharmacokinetics with Monte Carlo Simulations

Cyril Leven, Sacha Schutz, Marie-Pierre Audrezet, et al.
Pharmaceutics 12 (11) 1087 (2020)
DOI: 10.3390/pharmaceutics12111087
See this article

The SAEM algorithm for group comparison tests in longitudinal data analysis based on non-linear mixed-effects model

Adeline Samson, Marc Lavielle and France Mentré
Statistics in Medicine 26 (27) 4860 (2007)
DOI: 10.1002/sim.2950
See this article

REML Estimation of Variance Parameters in Nonlinear Mixed Effects Models Using the SAEM Algorithm

Cristian Meza, Florence Jaffrézic and Jean-Louis Foulley
Biometrical Journal 49 (6) 876 (2007)
DOI: 10.1002/bimj.200610348
See this article

Learning from a lot: Empirical Bayes for high‐dimensional model‐based prediction

Mark A. Wiel, Dennis E. Te Beest and Magnus M. Münch
Scandinavian Journal of Statistics 46 (1) 2 (2019)
DOI: 10.1111/sjos.12335
See this article

Pharmacokinetic parameters estimation using adaptive Bayesian P-splines models

Astrid Jullion, Philippe Lambert, Benoit Beck and F. Vandenhende
Pharmaceutical Statistics 8 (2) 98 (2009)
DOI: 10.1002/pst.336
See this article

A SAEM algorithm for the estimation of template and deformation parameters in medical image sequences

Frédéric J. P. Richard, Adeline M. M. Samson and Charles A. Cuénod
Statistics and Computing 19 (4) 465 (2009)
DOI: 10.1007/s11222-008-9106-7
See this article

Mixed-Effects Estimation in Dynamic Models of Plant Growth for the Assessment of Inter-individual Variability

Charlotte Baey, Amélie Mathieu, Alexandra Jullien, Samis Trevezas and Paul-Henry Cournède
Journal of Agricultural, Biological and Environmental Statistics 23 (2) 208 (2018)
DOI: 10.1007/s13253-017-0307-4
See this article

Bioequivalence Tests Based on Individual Estimates Using Non-compartmental or Model-Based Analyses: Evaluation of Estimates of Sample Means and Type I Error for Different Designs

Anne Dubois, Sandro Gsteiger, Etienne Pigeolet and France Mentré
Pharmaceutical Research 27 (1) 92 (2010)
DOI: 10.1007/s11095-009-9980-5
See this article

Medical Image Computing and Computer-Assisted Intervention – MICCAI 2009

Merlin Keller, Marc Lavielle, Matthieu Perrot and Alexis Roche
Lecture Notes in Computer Science, Medical Image Computing and Computer-Assisted Intervention – MICCAI 2009 5762 450 (2009)
DOI: 10.1007/978-3-642-04271-3_55
See this article

A new method for evaluation of the Fisher information matrix for discrete mixed effect models using Monte Carlo sampling and adaptive Gaussian quadrature

Sebastian Ueckert and France Mentré
Computational Statistics & Data Analysis 111 203 (2017)
DOI: 10.1016/j.csda.2016.10.011
See this article

Online EM for functional data

Florian Maire, Eric Moulines and Sidonie Lefebvre
Computational Statistics & Data Analysis 111 27 (2017)
DOI: 10.1016/j.csda.2017.01.006
See this article

Estimation in Truncated GLG Model for Ordered Categorical Spatial Data Using the SAEM Algorithm

Marjan Kaveh and Majid Jafari Khaledi
Communications in Statistics - Simulation and Computation 43 (3) 528 (2014)
DOI: 10.1080/03610918.2012.707722
See this article

Improved numerical stability for the bounded integer model

Sebastian Ueckert and Mats O. Karlsson
Journal of Pharmacokinetics and Pharmacodynamics 48 (2) 241 (2021)
DOI: 10.1007/s10928-020-09727-8
See this article

Linear prediction error methods for stochastic nonlinear models

Mohamed Rasheed-Hilmy Abdalmoaty and Håkan Hjalmarsson
Automatica 105 49 (2019)
DOI: 10.1016/j.automatica.2019.03.006
See this article

Predicting the dose of vancomycin in ICU patients receiving different types of RRT therapy: a model‐based meta‐analytic approach

Guillaume Claisse, Paul J. Zufferey, Jane C. Trone, et al.
British Journal of Clinical Pharmacology 85 (6) 1215 (2019)
DOI: 10.1111/bcp.13904
See this article

Estimation of parameters in incomplete data models defined by dynamical systems

Sophie Donnet and Adeline Samson
Journal of Statistical Planning and Inference 137 (9) 2815 (2007)
DOI: 10.1016/j.jspi.2006.10.013
See this article

Quantification of vehicle mixture effects on in vitro transdermal chemical flux using a random process diffusion model

Jason T. Chittenden and Jim E. Riviere
Journal of Controlled Release 217 74 (2015)
DOI: 10.1016/j.jconrel.2015.08.023
See this article

Belhal Karimi and Ping Li
890 (2021)
DOI: 10.1109/ISIT45174.2021.9518283
See this article

Properties of the stochastic approximation EM algorithm with mini-batch sampling

Estelle Kuhn, Catherine Matias and Tabea Rebafka
Statistics and Computing 30 (6) 1725 (2020)
DOI: 10.1007/s11222-020-09968-0
See this article

Parameter estimation and treatment optimization in a stochastic model for immunotherapy of cancer

Modibo Diabaté, Loren Coquille and Adeline Samson
Journal of Theoretical Biology 502 110359 (2020)
DOI: 10.1016/j.jtbi.2020.110359
See this article

Guiding Measurement Protocols of Connected Medical Devices Using Digital Twins: A Statistical Methodology Applied to Detecting and Monitoring Lymphedema

Loic Bethencourt, Walid Dabachine, Vincent Dejouy, et al.
IEEE Access 9 39444 (2021)
DOI: 10.1109/ACCESS.2021.3063786
See this article

Construction of Bayesian deformable models via a stochastic approximation algorithm: A convergence study

Stéphanie Allassonnière, Estelle Kuhn and Alain Trouvé
Bernoulli 16 (3) (2010)
DOI: 10.3150/09-BEJ229
See this article

Understanding the Variability in Graph Data Sets through Statistical Modeling on the Stiefel Manifold

Clément Mantoux, Baptiste Couvy-Duchesne, Federica Cacciamani, et al.
Entropy 23 (4) 490 (2021)
DOI: 10.3390/e23040490
See this article

Simulation-Based Pharmacokinetics Sampling Design for Evaluating Correlates of Prevention Efficacy of Passive HIV Monoclonal Antibody Prophylaxis

Lily Zhang, Peter B. Gilbert, Edmund Capparelli and Yunda Huang
Statistics in Biopharmaceutical Research 1 (2021)
DOI: 10.1080/19466315.2021.1919196
See this article

On the convergence of stochastic approximations under a subgeometric ergodic Markov dynamic

Vianney Debavelaere, Stanley Durrleman and Stéphanie Allassonnière
Electronic Journal of Statistics 15 (1) (2021)
DOI: 10.1214/21-EJS1827
See this article

Andreas Svensson, Thomas B. Schon, Arno Solin and Simo Sarkka
481 (2015)
DOI: 10.1109/CAMSAP.2015.7383841
See this article

Marie Piraud, Markus Wennmann, Laurent Kintzelé, Jens Hillengass, Ulrich Keller, Georg Langs, Marc-André Weber and Björn H. Menze
(2019)
DOI: 10.1101/613869
See this article

Fredrik Lindsten
6274 (2013)
DOI: 10.1109/ICASSP.2013.6638872
See this article

S. Allassonniere, E. Kuhn, A. Trouve and Y. Amit
V (2006)
DOI: 10.1109/ICASSP.2006.1661429
See this article

Michael F. Ochs and Elana J. Fertig
387 (2012)
DOI: 10.1109/CIBCB.2012.6217256
See this article

Hyeryung Jang, Hyungwon Choi, Yung Yi and Jinwoo Shin
3005 (2017)
DOI: 10.1109/ISIT.2017.8007081
See this article

Junyan Liu, Sandeep Kumar and Daniel P. Palomar
1 (2019)
DOI: 10.23919/EUSIPCO.2019.8902599
See this article

Parametric Approaches in Population Pharmacokinetics

Monia Guidi, Chantal Csajka and Thierry Buclin
The Journal of Clinical Pharmacology (2020)
DOI: 10.1002/jcph.1633
See this article

Kai Fan, Marisa Eisenberg, Alison Walsh, Allison Aiello and Katherine Heller
239 (2015)
DOI: 10.1145/2783258.2783326
See this article

Evaluation of Uncertainty Parameters Estimated by Different Population PK Software and Methods

Céline Dartois, Annabelle Lemenuel-Diot, Christian Laveille, Brigitte Tranchand, Michel Tod and Pascal Girard
Journal of Pharmacokinetics and Pharmacodynamics 34 (3) 289 (2007)
DOI: 10.1007/s10928-006-9046-9
See this article

Nicolas Dobigeon and Jean-Yves Tourneret
250 (2009)
DOI: 10.1109/DSP.2009.4785930
See this article

Information Processing in Medical Imaging

Pierre-Emmanuel Poulet and Stanley Durrleman
Lecture Notes in Computer Science, Information Processing in Medical Imaging 12729 571 (2021)
DOI: 10.1007/978-3-030-78191-0_44
See this article

Articles citing this article

Cited article:

Coupling a stochastic approximation version of EM with an MCMC procedure

This article has been cited by the following article(s):