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Nonlinear Mixed-Effects Model Development and Simulation Using nlmixr and Related R Open-Source Packages.


ABSTRACT: nlmixr is a free and open-source R package for fitting nonlinear pharmacokinetic (PK), pharmacodynamic (PD), joint PK-PD, and quantitative systems pharmacology mixed-effects models. Currently, nlmixr is capable of fitting both traditional compartmental PK models as well as more complex models implemented using ordinary differential equations. We believe that, over time, it will become a capable, credible alternative to commercial software tools, such as NONMEM, Monolix, and Phoenix NLME.

SUBMITTER: Fidler M 

PROVIDER: S-EPMC6765694 | biostudies-literature | 2019 Sep

REPOSITORIES: biostudies-literature

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Nonlinear Mixed-Effects Model Development and Simulation Using nlmixr and Related R Open-Source Packages.

Fidler Matthew M   Wilkins Justin J JJ   Hooijmaijers Richard R   Post Teun M TM   Schoemaker Rik R   Trame Mirjam N MN   Xiong Yuan Y   Wang Wenping W  

CPT: pharmacometrics & systems pharmacology 20190716 9


nlmixr is a free and open-source R package for fitting nonlinear pharmacokinetic (PK), pharmacodynamic (PD), joint PK-PD, and quantitative systems pharmacology mixed-effects models. Currently, nlmixr is capable of fitting both traditional compartmental PK models as well as more complex models implemented using ordinary differential equations. We believe that, over time, it will become a capable, credible alternative to commercial software tools, such as NONMEM, Monolix, and Phoenix NLME. ...[more]

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