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Diagnosing indirect relationships in multivariate calibration models

Published:2021-07-07 Issue:9 Volume:35 Page:
ISSN:0886-9383
Container-title:Journal of Chemometrics
language:en
Short-container-title:Journal of Chemometrics

Author:

Eskildsen Carl Emil¹²^ORCID,Engelsen Søren B.³,Dankel Katinka R.²,Solberg Lars Erik²^ORCID,Næs Tormod²^ORCID

Affiliation:

1. Institute for Biodiversity and Ecosystem Dynamics University of Amsterdam Amsterdam The Netherlands

2. Nofima Norwegian Institute of Food, Fisheries and Aquaculture Research Ås Norway

3. Department of Food Science University of Copenhagen Frederiksberg Denmark

Publisher

Wiley

Subject

Applied Mathematics,Analytical Chemistry

Link

https://onlinelibrary.wiley.com/doi/pdf/10.1002/cem.3366

Reference25 articles.

1. The Collinearity Problem in Linear Regression. The Partial Least Squares (PLS) Approach to Generalized Inverses

2. Discordance between Net Analyte Signal Theory and Practical Multivariate Calibration

3. Framework for Multivariate Selectivity Analysis, Part I: Theoretical and Practical Merits

4. Framework for Multivariate Selectivity Analysis, Part II: Experimental Applications

5. Vibrational Spectroscopy in Food Processing

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1. Diagnosing the cage of covariance to increase understanding and robustness of spectroscopic calibration models;Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy;2024-04

2. Analytical Chemistry Strategies in the Use of Miniaturised NIR Instruments: An Overview;Critical Reviews in Analytical Chemistry;2022-03-14

3. Orthogonality constrained inverse regression to improve model selectivity and analyte predictions from vibrational spectroscopic measurements;Analytica Chimica Acta;2021-11

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