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Model Evaluation of Continuous Data Pharmacometric Models: Metrics and Graphics.


ABSTRACT: This article represents the first in a series of tutorials on model evaluation in nonlinear mixed effect models (NLMEMs), from the International Society of Pharmacometrics (ISoP) Model Evaluation Group. Numerous tools are available for evaluation of NLMEM, with a particular emphasis on visual assessment. This first basic tutorial focuses on presenting graphical evaluation tools of NLMEM for continuous data. It illustrates graphs for correct or misspecified models, discusses their pros and cons, and recalls the definition of metrics used.

SUBMITTER: Nguyen TH 

PROVIDER: S-EPMC5321813 | biostudies-other | 2017 Feb

REPOSITORIES: biostudies-other

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Model Evaluation of Continuous Data Pharmacometric Models: Metrics and Graphics.

Nguyen T H T TH   Mouksassi M-S MS   Holford N N   Al-Huniti N N   Freedman I I   Hooker A C AC   John J J   Karlsson M O MO   Mould D R DR   Pérez Ruixo J J JJ   Plan E L EL   Savic R R   van Hasselt J G C JG   Weber B B   Zhou C C   Comets E E   Mentré F F  

CPT: pharmacometrics & systems pharmacology 20170210 2


This article represents the first in a series of tutorials on model evaluation in nonlinear mixed effect models (NLMEMs), from the International Society of Pharmacometrics (ISoP) Model Evaluation Group. Numerous tools are available for evaluation of NLMEM, with a particular emphasis on visual assessment. This first basic tutorial focuses on presenting graphical evaluation tools of NLMEM for continuous data. It illustrates graphs for correct or misspecified models, discusses their pros and cons,  ...[more]

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