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一种用于比较溶出曲线的伽马过程建模方法。

A gamma process modeling approach for the comparison of dissolution profiles.

机构信息

a Department of Statistical Science , Southern Methodist University , Dallas , TX , USA.

b Department of Mathematics and Information Technology , The Education University of Hong Kong , Tai Po , Hong Kong SAR , China.

出版信息

Drug Dev Ind Pharm. 2018 Apr;44(4):553-562. doi: 10.1080/03639045.2017.1405430. Epub 2017 Dec 1.

Abstract

In this paper, we propose a stochastic gamma process model for assessing the similarity of two dissolution profiles. Based on the proposed stochastic model, we utilize the difference factor and similarity factor to test the similarity of two dissolution profiles based on bootstrap confidence intervals. The performances of the proposed methods are compared with a multivariate test procedure via Monte Carlo simulation studies. The proposed testing methods are shown to be powerful and effectively controlling the error rate. The proposed model provides a simple yet useful alternative parametric statistical model for assessing the similarity of two dissolution profiles. All the methods are illustrated with a numerical example.

摘要

在本文中,我们提出了一种随机伽马过程模型,用于评估两种溶出曲线的相似性。基于所提出的随机模型,我们利用差异因子和相似因子,基于自举置信区间测试两种溶出曲线的相似性。通过蒙特卡罗模拟研究,将所提出的方法与多元检验程序进行了比较。结果表明,所提出的检验方法具有强大的功效,能够有效地控制误差率。所提出的模型为评估两种溶出曲线的相似性提供了一种简单而有用的替代参数统计模型。所有方法都通过数值示例进行了说明。

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