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用于评估溶出曲线的非线性混合效应模型

Non-linear mixed effects models for the evaluation of dissolution profiles.

作者信息

Adams E, Coomans D, Smeyers-Verbeke J, Massart D L

机构信息

Pharmaceutical and Biomedical Analysis, Pharmaceutical Institute, Vrije Universiteit Brussel, Laarbeeklaan 103, B-1090, Brussels, Belgium.

出版信息

Int J Pharm. 2002 Jun 20;240(1-2):37-53. doi: 10.1016/s0378-5173(02)00127-8.

Abstract

The use of non-linear mixed effects models to describe dissolution data has been evaluated. A theoretical part is included to introduce this approach to scientists who are not familiar with this type of statistics. The standard settings of the statistical software package (S-plus) are used as much as possible. Several mathematical functions like the Weibull, logistic, first-order and Gompertz are employed as basis for the non-linear mixed effects models. Examples are given using dissolution data of immediate and extended release tablets. The results are compared with those obtained using linear mixed effects models.

摘要

已对使用非线性混合效应模型来描述溶出数据进行了评估。包含一个理论部分,旨在向不熟悉此类统计学方法的科学家介绍这种方法。尽可能多地使用了统计软件包(S-plus)的标准设置。几种数学函数,如威布尔函数、逻辑函数、一阶函数和冈珀茨函数,被用作非线性混合效应模型的基础。给出了使用速释片和缓释片溶出数据的示例。将结果与使用线性混合效应模型获得的结果进行了比较。

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