Multiple Versus Single Set Validation of Multivariate Models to Avoid Mistakes
Author:
Affiliation:
1. Center for Intelligent Chemical Instrumentation, Ohio University, Clippinger Laboratories, Athens, OH, USA
Publisher
Informa UK Limited
Subject
Analytical Chemistry
Link
https://www.tandfonline.com/doi/pdf/10.1080/10408347.2017.1361314
Reference59 articles.
1. Prediction of total antioxidant activity of Prunella L. species by automatic partial least square regression applied to 2-way liquid chromatographic UV spectral images
2. Predictive ability of regression models. Part II: Selection of the best predictive PLS model
3. Optimal minimal neural interpretation of spectra
4. Representative subset selection in modified iterative predictor weighting (mIPW) — PLS models for parsimonious multivariate calibration
5. Flow Injection Mass Spectroscopic Fingerprinting and Multivariate Analysis for Differentiation of Three Panax Species
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