Use of Monte Carlo simulations in the assessment of calibration strategies – Part III: an evaluation of linear calibration

Author:

Burrows John1

Affiliation:

1. Anastats, Rowan Lodge, Olde Fairfield, Bourton, Dorset, SP8 5YG, UK.

Abstract

Background: The acceptance criteria for chromatographic bioassays are generally based upon the specifications found in the US FDA Guidance for Industry document, whereas regression analysis is a statistical process and, thus, most suited to large data populations, rather than the small populations used in assay calibration. Data that form part of the statistical population are often excluded in order that calibrations meet these acceptance criteria. Results/discussion: Monte Carlo simulations of various linear regression calibration strategies, which take into account guidance acceptance criteria, have been used to quantify calibration errors. Conclusion: It is concluded that 1/x2 weighting generally produces results that meet both theoretical and regulatory requirements, and that use of single, rather than duplicate, calibrators can result in misleading statistics at the LLOQ.

Publisher

Future Science Ltd

Subject

Medical Laboratory Technology,Clinical Biochemistry,General Pharmacology, Toxicology and Pharmaceutics,General Medicine,Analytical Chemistry

Reference7 articles.

1. US Food and Drug Administration.Guidance for Industry: Bioanalytical Method Validation.US Department of Health and Human Services, FDA, Center for Drug Evaluation and Research, Rockville, MD, USA (2001).

2. Error estimates on normal least squares linear regression with replicate injection of calibration standards

3. Evaluation of calibration routines in pharmaceutical and bioanalytical separations, with reference to Monte Carlo simulations

4. Analytical Methods Committee.Amc Technical Brief AMCTB No. 27. Thompson M (Ed.). Royal Society of Chemistry, London, UK,1–2 (2007).

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3