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使用 nlmixr 和相关的 R 开源软件包进行非线性混合效应模型的开发和模拟。

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

机构信息

Novartis Pharmaceuticals Corporation, Fort Worth, Texas, USA.

Occams Coöperatie UA, Amstelveen, The Netherlands.

出版信息

CPT Pharmacometrics Syst Pharmacol. 2019 Sep;8(9):621-633. doi: 10.1002/psp4.12445. Epub 2019 Jul 16.

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.

摘要

nlmixr 是一个免费的开源 R 包,用于拟合非线性药代动力学(PK)、药效学(PD)、PK-PD 联合和定量系统药理学混合效应模型。目前,nlmixr 能够拟合传统的房室 PK 模型以及使用常微分方程实现的更复杂的模型。我们相信,随着时间的推移,它将成为 NONMEM、Monolix 和 Phoenix NLME 等商业软件工具的一种有能力、可靠的替代方案。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ddb7/6765694/70d0236b80e5/PSP4-8-621-g001.jpg

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