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Nonlinear mixed models and related approaches in infectious disease modeling: A systematic and critical review
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RPEM: Randomized Monte Carlo parametric expectation maximization algorithm
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Bayesian high-dimensional covariate selection in non-linear mixed-effects models using the SAEM algorithm
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Temporal Dynamics of the Scale for the Assessment and Rating of Ataxia in Spinocerebellar Ataxias
Paul Moulaire, Pierre Emmanuel Poulet, Emilien Petit, Thomas Klockgether, Alexandra Durr, Tetsuo Ashisawa and Sophie Tezenas du Montcel Movement Disorders 38(1) 35 (2023) https://doi.org/10.1002/mds.29255
Comparison of simulation-based algorithms for parameter estimation and state reconstruction in nonlinear state-space models
Prediction of long-term humoral response induced by the two-dose heterologous Ad26.ZEBOV, MVA-BN-Filo vaccine against Ebola
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A Mixed Stochastic Approximation EM (MSAEM) Algorithm for the Estimation of the Four-Parameter Normal Ogive Model
A stochastic approximation expectation maximization algorithm for estimating Ramsay-curve three-parameter normal ogive model with non-normal latent trait distributions
Modeling serially correlated heavy-tailed data with some missing response values using stochastic EM algorithm
Uchenna Chinedu Nduka, Iheanyi Slyvester Iwueze and Chrysogonus Chinagorom Nwaigwe Communications in Statistics: Case Studies, Data Analysis and Applications 8(1) 81 (2022) https://doi.org/10.1080/23737484.2021.2017808
Fast selection of nonlinear mixed effect models using penalized likelihood
Guiding Measurement Protocols of Connected Medical Devices Using Digital Twins: A Statistical Methodology Applied to Detecting and Monitoring Lymphedema
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AD Course Map charts Alzheimer’s disease progression
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
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, Nicolas Maillard, Xavier Delavenne, Silvy Laporte and Edouard Ollier British Journal of Clinical Pharmacology 85(6) 1215 (2019) https://doi.org/10.1111/bcp.13904
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Heavy-tailed longitudinal regression models for censored data: a robust parametric approach
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) https://doi.org/10.1007/s13253-017-0307-4
A Particle Stochastic Approximation EM Algorithm to Identify Jump Markov Nonlinear Models
A new method for evaluation of the Fisher information matrix for discrete mixed effect models using Monte Carlo sampling and adaptive Gaussian quadrature
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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, Graham H. Bevan, Debashis Nandy, Kyle M. McKenzie, Manish Kohli and Zvia Agur The Prostate 76(1) 48 (2016) https://doi.org/10.1002/pros.23099
A non linear mixed effects model of plant growth and estimation via stochastic variants of the EM algorithm
Modeling Longitudinal Preclinical Tumor Size Data to Identify Transient Dynamics in Tumor Response to Antiangiogenic Drugs
LG Hutchinson, H‐J Mueller, EA Gaffney, PK Maini, J Wagg, A Phipps, C Boetsch, HM Byrne and B Ribba CPT: Pharmacometrics & Systems Pharmacology 5(11) 636 (2016) https://doi.org/10.1002/psp4.12142
Estimation for stochastic differential equations with mixed effects
Assessing the Correlation Structure in Cow Udder Quarter Infection Times Through Extensions of the Correlated Frailty Model
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Bayesian Mixed Effect Atlas Estimation with a Diffeomorphic Deformation Model
Population pharmacokinetic model of free and total ropivacaine after transversus abdominis plane nerve block in patients undergoing liver resection
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Convergent stochastic Expectation Maximization algorithm with efficient sampling in high dimension. Application to deformable template model estimation