ASTM E2617-17
Standard Practice for Validation of Empirically Derived Multivariate Calibrations

Standard No.

ASTM E2617-17

Release Date

2017

Published By

American Society for Testing and Materials (ASTM)

Latest

ASTM E2617-17

Scope

1.1 This practice covers requirements for the validation of empirically derived calibrations (Note 1) such as calibrations derived by Multiple Linear Regression (MLR), Principal Component Regression (PCR), Partial Least Squares (PLS), Artificial Neural Networks (ANN), or any other empirical calibration technique whereby a relationship is postulated between a set of variables measured for a given sample under test and one or more physical, chemical, quality, or membership properties applicable to that sample. NOTE 1—Empirically derived calibrations are sometimes referred to as “models” or “calibrations.” In the following text, for conciseness, the term “calibration” may be used instead of the full name of the procedure. 1.2 This practice does not cover procedures for establishing said postulated relationship. 1.3 This practice serves as an overview of techniques used to verify the applicability of an empirically derived multivariate calibration to the measurement of a sample under test and to verify equivalence between the properties calculated from the empirically derived multivariate calibration and the results of an accepted reference method of measurement to within control limits established for the prespecified statistical confidence level. 1.4 This standard does not purport to address all of the safety concerns, if any, associated with its use. It is the responsibility of the user of this standard to establish appropriate safety, health, and environmental practices and determine the applicability of regulatory limitations prior to use. 1.5 This international standard was developed in accordance with internationally recognized principles on standardization established in the Decision on Principles for the Development of International Standards, Guides and Recommendations issued by the World Trade Organization Technical Barriers to Trade (TBT) Committee.

ASTM E2617-17 Referenced Document

• ASTM E131 Standard Definitions of Terms and Symbols Relating to Molecular Spectroscopy
• ASTM E1655 Standard Practices for Infrared Multivariate Quantitative Analysis*， 2024-04-22 Update
• ASTM E1790 Standard Practice for Near Infrared Qualitative Analysis*， 2024-04-22 Update

ASTM E2617-17 history

• 2017 ASTM E2617-17 Standard Practice for Validation of Empirically Derived Multivariate Calibrations
• 2010 ASTM E2617-10 Standard Practice for Validation of Empirically Derived Multivariate Calibrations
• 2009 ASTM E2617-09a Standard Practice for Validation of Empirically Derived Multivariate Calibrations
• 2009 ASTM E2617-09 Standard Practice for Validation of Empirically Derived Multivariate Calibrations
• 2008 ASTM E2617-08ae1 Standard Practice for Validation of Empirically Derived Multivariate Calibrations
• 2008 ASTM E2617-08a Standard Practice for Validation of Empirically Derived Multivariate Calibrations
• 2008 ASTM E2617-08 Standard Practice for Validation of Empirically Derived Multivariate Calibrations