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

Computational Statistics & Data Analysis ◽

10.1016/j.csda.2019.07.001 ◽

2020 ◽

Vol 141 ◽

pp. 123-138

Author(s):

Belhal Karimi ◽

Marc Lavielle ◽

Eric Moulines

Keyword(s):

Em Algorithm ◽

Stochastic Approximation ◽

Mixed Effects ◽

Mixed Effects Models ◽

Nonlinear Mixed Effects ◽

Nonlinear Mixed Effects Models ◽

The Em Algorithm

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Parameter estimation of nonlinear mixed-effects models using first-order conditional linearization and the EM algorithm

Journal of Applied Statistics ◽

10.1080/02664763.2012.740621 ◽

2013 ◽

Vol 40 (2) ◽

pp. 252-265 ◽

Author(s):

Liyong Fu ◽

Yuancai Lei ◽

Ram P. Sharma ◽

Shouzheng Tang

Keyword(s):

Parameter Estimation ◽

Em Algorithm ◽

Mixed Effects ◽

Mixed Effects Models ◽

Nonlinear Mixed Effects ◽

Nonlinear Mixed Effects Models ◽

First Order ◽

The Em Algorithm

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Parameter estimation of two-level nonlinear mixed effects models using first order conditional linearization and the EM algorithm

Computational Statistics & Data Analysis ◽

10.1016/j.csda.2013.05.026 ◽

2014 ◽

Vol 69 ◽

pp. 173-183 ◽

Author(s):

Liyong Fu ◽

Mingliang Wang ◽

Yuancai Lei ◽

Shouzheng Tang

Keyword(s):

Parameter Estimation ◽

Em Algorithm ◽

Mixed Effects ◽

Mixed Effects Models ◽

Nonlinear Mixed Effects ◽

Nonlinear Mixed Effects Models ◽

First Order ◽

The Em Algorithm

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An Approximate EM Algorithm for Nonlinear Mixed Effects Models

Biometrical Journal ◽

10.1002/1521-4036(200111)43:7<881::aid-bimj881>3.0.co;2-s ◽

2001 ◽

Vol 43 (7) ◽

pp. 881-893

Author(s):

Munther Al-Zaid ◽

Shie-Shien Yang

Keyword(s):

Em Algorithm ◽

Mixed Effects ◽

Mixed Effects Models ◽

Nonlinear Mixed Effects ◽

Nonlinear Mixed Effects Models

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Joint modelling of longitudinal and repeated time-to-event data using nonlinear mixed-effects models and the stochastic approximation expectation–maximization algorithm

Journal of Statistical Computation and Simulation ◽

10.1080/00949655.2013.878938 ◽

2014 ◽

Vol 85 (8) ◽

pp. 1512-1528 ◽

Author(s):

Cyprien Mbogning ◽

Kevin Bleakley ◽

Marc Lavielle

Keyword(s):

Stochastic Approximation ◽

Expectation Maximization ◽

Expectation Maximization Algorithm ◽

Mixed Effects ◽

Mixed Effects Models ◽

Nonlinear Mixed Effects ◽

Time To Event ◽

Nonlinear Mixed Effects Models ◽

Time To Event Data

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Design Optimization in Nonlinear Mixed Effects Models Using Cost Functions: Application to a Joint Model of Infliximab and Methotrexate Pharmacokinetics

Communication in Statistics- Theory and Methods ◽

10.1080/03610920902833511 ◽

2009 ◽

Vol 38 (18) ◽

pp. 3351-3368 ◽

Author(s):

Sylvie Retout ◽

Emmanuelle Comets ◽

Caroline Bazzoli ◽

France Mentré

Keyword(s):

Design Optimization ◽

Joint Model ◽

Mixed Effects ◽

Mixed Effects Models ◽

Cost Functions ◽

Nonlinear Mixed Effects ◽

Nonlinear Mixed Effects Models

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Cross-validation for nonlinear mixed effects models

Journal of Pharmacokinetics and Pharmacodynamics ◽

10.1007/s10928-013-9313-5 ◽

2013 ◽

Vol 40 (2) ◽

pp. 243-252 ◽

Author(s):

Emily Colby ◽

Eric Bair

Keyword(s):

Cross Validation ◽

Mixed Effects ◽

Mixed Effects Models ◽

Nonlinear Mixed Effects ◽

Nonlinear Mixed Effects Models

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A general method to determine sampling windows for nonlinear mixed effects models with an application to population pharmacokinetic studies

Pharmaceutical Statistics ◽

10.1002/pst.1509 ◽

2012 ◽

Vol 11 (4) ◽

pp. 325-333 ◽

Author(s):

Lee Kien Foo ◽

James McGree ◽

Stephen Duffull

Keyword(s):

Mixed Effects ◽

Mixed Effects Models ◽

Population Pharmacokinetic ◽

Pharmacokinetic Studies ◽

Nonlinear Mixed Effects ◽

Nonlinear Mixed Effects Models ◽

Sampling Windows ◽

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Prediction Discrepancies for the Evaluation of Nonlinear Mixed-Effects Models

Journal of Pharmacokinetics and Pharmacodynamics ◽

10.1007/s10928-005-0016-4 ◽

2005 ◽

Vol 33 (3) ◽

pp. 345-367 ◽

Author(s):

France Mentré ◽

Sylvie Escolano

Keyword(s):

Mixed Effects ◽

Mixed Effects Models ◽

Nonlinear Mixed Effects ◽

Nonlinear Mixed Effects Models

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Comparison of nonparametric methods in nonlinear mixed effects models

Computational Statistics & Data Analysis ◽

10.1016/j.csda.2008.08.021 ◽

2009 ◽

Vol 53 (3) ◽

pp. 642-656 ◽

Author(s):

J. Antic ◽

C.M. Laffont ◽

D. Chafaï ◽

D. Concordet

Keyword(s):

Nonparametric Methods ◽

Mixed Effects ◽

Mixed Effects Models ◽

Nonlinear Mixed Effects ◽

Nonlinear Mixed Effects Models

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Fitting Logistic Growth Curve with Nonlinear Mixed-effects Models

Advance Journal of Food Science and Technology ◽

10.19026/ajfst.5.3277 ◽

2013 ◽

Vol 5 (4) ◽

pp. 392-397 ◽

Author(s):

Yaoxiang Li ◽

Lichun Jiang

Keyword(s):

Growth Curve ◽

Mixed Effects ◽

Mixed Effects Models ◽

Logistic Growth ◽

Nonlinear Mixed Effects ◽

Nonlinear Mixed Effects Models

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