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Assessing Uncertainties Related to Linear Calibration Curves: A Case Study for Flame Atomic Absorption Spectrometry

机译:评估与线性校准曲线相关的不确定性:火焰原子吸收光谱法的案例研究

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Least square linear regression is widely used in analytical chemistry. In practice a linear relationship between substance content and measured value still has been assumed based on the correlation coefficient criterion, although not recommended. Textbooks provide the necessary formulas for the fitting process, based on the assumption that there is no error in the independent variable. In practice the ordinary least squares (OLS) textbook procedure is used even when the previously stated assumptions are not strictly fulfilled. In this paper, how to validate the calibration function is dealt with in detail using as an example based on measurements obtained for cadmium determination by flame atomic absorption spectrophotometry (FAAS). Assessing uncertainties related to linear calibration curves is also discussed. Considering uncertainties of weights and volumetric equipment and instrumental analytical signal it is observed that the most important factor that contributes to the final uncertainty is the uncertainty of the calibration function.
机译:最小二乘线性回归广泛用于分析化学。实际上,基于相关系数标准,仍然假设物质含量与测量值之间的线性关系,尽管不推荐。教科书为拟合过程提供必要的公式,基于独立变量没有错误。在实践中,即使在不严格满足先前说明的假设时,也使用普通的最小二乘册(OLS)教科书程序。在本文中,如何使用基于火焰原子吸收分光光度法(FAAS)的镉测定获得的测量来详细验证校准功能。还讨论了评估与线性校准曲线相关的不确定性。考虑到重量和体积设备的不确定性和仪器分析信号,观察到有助于最终不确定性的最重要因素是校准功能的不确定性。

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