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Procedure for the Selection and Validation of a Calibration Model I-Description and Application

Author(s): Brigitte Desharnais

Calibration model selection is required for all quantitative methods in toxicology and more broadly in bioanalysis. This typically involves selecting the equation order (quadratic or linear) and weighting factor correctly modelizing the data. A mis-selectio...

Article GUID: 28137730
Procedure for the Selection and Validation of a Calibration Model II-Theoretical Basis

Author(s): Brigitte Desharnais

In the first part of this paper (I-Description and application), an automated, stepwise and analyst-independent process for the selection and validation of calibration models was put forward and applied to two model analytes. This second part presents the m...

Article GUID: 28158619
Title:Procedure for the Selection and Validation of a Calibration Model II-Theoretical Basis
Authors:Brigitte Desharnais
Link:https://pubmed.ncbi.nlm.nih.gov/28158619/
Category:J Anal Toxicol
PMID:28158619
Dept Affiliation: CHEMBIOCHEM
1 Laboratoire de sciences judiciaires et de médecine légale, Department of Toxicology, 1701 rue Parthenais, Montréal, Québec, Canada H2K 3S7.
2 Department of Chemistry and Biochemistry, Concordia University, 7141 Sherbrooke Street West, Montréal, Québec, Canada H4B 1R6.
3 Department of Mathematics, Université de Sherbrooke, 2500 boulevard de l'Université, Sherbrooke, Québec, CanadaJ1K 2R1.
4 Laboratoire de sciences judiciaires et de médecine légale, Department of Toxicology, 1701 rue Parthenais, Montréal, Québec, CanadaH2K 3S7.
5 Department of Chemistry and Biochemistry, Concordia University, 7141 Sherbrooke Street West, Montréal, Québec, CanadaH4B 1R6.

Description:

In the first part of this paper (I-Description and application), an automated, stepwise and analyst-independent process for the selection and validation of calibration models was put forward and applied to two model analytes. This second part presents the mathematical reasoning and experimental work underlying the selection of the different components of this procedure. Different replicate analysis designs (intra/inter-day and intra/inter-extraction) were tested and their impact on test results...