A novel method based on unbiased correlations tests for covariate selection in nonlinear mixed effects models – the COSSAC approach

CPT Pharmacometrics & Systems Pharmacology ◽

10.1002/psp4.12612 ◽

2021 ◽

Author(s):

Géraldine Ayral ◽

Jean‐François Si Abdallah ◽

Claude Magnard ◽

Jonathan Chauvin

Keyword(s):

Mixed Effects ◽

Mixed Effects Models ◽

Nonlinear Mixed Effects ◽

Nonlinear Mixed Effects Models ◽

Covariate Selection ◽

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Faculty Opinions recommendation of The lasso--a novel method for predictive covariate model building in nonlinear mixed effects models.

Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature ◽

10.3410/f.1090399.543656 ◽

2007 ◽

Author(s):

Erik Olofsen

Keyword(s):

Model Building ◽

Mixed Effects ◽

Mixed Effects Models ◽

Nonlinear Mixed Effects ◽

Nonlinear Mixed Effects Models ◽

Covariate Model ◽

Novel Method ◽

Covariate Model Building

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The lasso—a novel method for predictive covariate model building in nonlinear mixed effects models

Journal of Pharmacokinetics and Pharmacodynamics ◽

10.1007/s10928-007-9057-1 ◽

2007 ◽

Vol 34 (4) ◽

pp. 485-517 ◽

Author(s):

Jakob Ribbing ◽

Joakim Nyberg ◽

Ola Caster ◽

E. Niclas Jonsson

Keyword(s):

Model Building ◽

Mixed Effects ◽

Mixed Effects Models ◽

Nonlinear Mixed Effects ◽

Nonlinear Mixed Effects Models ◽

Covariate Model ◽

Novel Method ◽

Covariate Model Building

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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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Asymptotic Properties of Nonlinear Mixed-Effects Models

Modelling Longitudinal and Spatially Correlated Data - Lecture Notes in Statistics ◽

10.1007/978-1-4612-0699-6_5 ◽

1997 ◽

pp. 49-62 ◽

Author(s):

Eugene Demidenko

Keyword(s):

Asymptotic Properties ◽

Mixed Effects ◽

Mixed Effects Models ◽

Nonlinear Mixed Effects ◽

Nonlinear Mixed Effects Models

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Efficient Metropolis-Hastings Sampling for Nonlinear Mixed Effects Models

Springer Proceedings in Mathematics & Statistics - Bayesian Statistics and New Generations ◽

10.1007/978-3-030-30611-3_9 ◽

2019 ◽

pp. 85-93

Author(s):

Belhal Karimi ◽

Marc Lavielle

Keyword(s):

Mixed Effects ◽

Mixed Effects Models ◽

Nonlinear Mixed Effects ◽

Nonlinear Mixed Effects Models

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