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Degrees of freedom estimation in Principal Component Analysis and Consensus Principal Component Analysis

  • Published:2012-08 Issue: Volume:118 Page:246-259
  • 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,Kohler Achim

Funder

NordForsk

Foundation for Research Levy on Agricultural Products in Norway

Research Council of Norway

Publisher

Elsevier BV

Subject

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

Reference15 articles.

1. On the computation of degrees-of-freedom: a didactic perspective;Pennestri,2005

2. Statistics for the Behavioral Sciences;Jaccard,1990

3. Degrees of freedom;Yu,2011

4. Degrees of freedom for the residuals of a principal component analysis — a clarification;Faber;Chemometrics and Intelligent Laboratory Systems,2008

5. Pseudo-degrees of Freedom for Complex Predictive Models: The Example of Partial Least Squares;van der Voet,1999
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