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Determination of Limits for a Linear Regression or Calibration Curve

 

作者: SwallowWilliam H.,   TroutJ. Richard,  

 

期刊: Journal of Quality Technology  (Taylor Available online 1983)
卷期: Volume 15, issue 3  

页码: 118-125

 

ISSN:0022-4065

 

年代: 1983

 

DOI:10.1080/00224065.1983.11978858

 

出版商: Taylor&Francis

 

关键词: Accuracy;Calibration;Heteroscedasticity;Linear Regression;Nonlinearity;Precision

 

数据来源: Taylor

 

摘要:

Trace analysis has become increasingly more important because of its connection with recent environmental, chemical, and biological concerns; therefore, measurement techniques often must be evaluated particularly for their ability to measure low concentrations with acceptable accuracy and precision. A methodology is presented here for determining objectively the lower (or upper) limit associated with a linear regression; that is, the point below (or above) which a regression model fails. Methods are also given for determining, provided the data include multiple observations at somexvalues, whether problems observed beyond the limit are due to increased variability or to breakdown of the linear relationship. The methodology is applied to calibration curve data from four chlorine measurement techniques, to estimate lower limits and to show that the principal problem found below the lower limit is dramatically increased variability.

 

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