Calibration and confidence interval: The minimum allowable concentration
作者:
Max. H. Feinberg,
期刊:
Journal of Chemometrics
(WILEY Available online 1989)
卷期:
Volume 3,
issue S1
页码: 103-114
ISSN:0886-9383
年代: 1989
DOI:10.1002/cem.1180030503
出版商: John Wiley&Sons, Ltd.
关键词: Calibration;Detection limit;Minimum allowable concentration;Joint confidence interval
数据来源: WILEY
摘要:
AbstractThe calibration curve is based on a deterministic relationship betweenY, the observed response,f, the instrumental function, andx, the concentration of the analyte. When the instrumental function is linear the model is\documentclass{article}\pagestyle{empty}\begin{document}$$ Y = a_0 + a_1 x + \varepsilon $$\end{document}witha0the blank anda1the sensitivity.In fact calibratio is a two‐step procedure consisting of the ‘calibration’, itself (computation of the curve coefficients) and the ‘counter‐calibration’, when the curve is used to predict the concentration of an unknown sample. Least‐squares regression (LSR) can be simply used in order to solve the first step. However, an error may occur when the classical results of LSR are used to compute the detection limit. The detection limit can be defined as the smallest concentration that can be detected with certainty from the blank with a risk of error α and a probability of being right 1 − β. If we define the critical level (CL) as\documentclass{article}\pagestyle{empty}\begin{document}$$ y({\rm CL)} = a_0 + t_{(1 - \alpha)} {\rm}\sqrt {{\rm var(}a_0)} $$\end{document}the detection limit (DL) is then\documentclass{article}\pagestyle{empty}\begin{document}$$ y({\rm DL)} = y({\rm CL}) + t_{(1 - \beta)} {\rm}\sqrt {{\rm var(}a_0)} $$\end{document}Since the units used to expressy(DL) are the same as the units ofy, it must be divided bya1in order to be expressed as a concentration. This creates a contradiction however, becausea1is a random variable. Therefore the detection limit cannot be computed according to its previous definition.If we use tolerance interval theory, it is possible to define a new criterion called the minimum allowable concentration which does not have such a drawback. This new concept is based on an improved approach to co
点击下载:
PDF
(507KB)
返 回