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Model validation and error estimation in multi-block partial least squares regression

  • Published:2012-08 Issue: Volume:117 Page:42-53
  • ISSN:0169-7439
  • Container-title:Chemometrics and Intelligent Laboratory Systems
  • language:en
  • Short-container-title:Chemometrics and Intelligent Laboratory Systems

Author:

Hassani Sahar,Martens Harald,Qannari El Mostafa,Hanafi Mohamed,Kohler Achim

Publisher

Elsevier BV

Subject

Spectroscopy,Process Chemistry and Technology,Computer Science Applications,Software,Analytical Chemistry

Reference24 articles.

1. Interpreting several types of measurements in bioscience;Kohler,2008

2. Analysis of -omics data: graphical interpretation- and validation tools in multi-block methods;Hassani;Chemometrics and Intelligent Laboratory Systems,2010

3. Multiblock analysis of environmental measurements: A case study of using Proton Induced X-ray Emission and meteorology dataset obtained from Islamabad Pakistan;Jaafar;Chemometrics and Intelligent Laboratory Systems,2011

4. Multiblock PLS as an approach to compare and combine NIR and MIR spectra in calibrations of soybean flour;Brás;Chemometrics and Intelligent Laboratory Systems,2005

5. Multiblock partial least squares regression based on wavelet transform for quantitative analysis of near infrared spectra;Jing;Chemometrics and Intelligent Laboratory Systems,2010
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