Principal Component Analysis: Concept, Geometrical Interpretation, Mathematical Background, Algorithms, History, Practice

Comprehensive Chemometrics

Volumn 2, Issue , 2009, Pages 211-226

  Esbensen, K H ^a   Geladi, P ^b  

^a AALBORG UNIVERSITY   (Denmark)

^b SWEDISH UNIVERSITY OF AGRICULTURAL SCIENCES   (Sweden)

Author keywords

Data structure; Effective rank; Eigenvector eigenvalue extraction; Latent variables; Loadings; NIPALS algorithm; Principal component analysis; Projection; Residuals; Scores; Singular value decomposition; Visualization

Indexed keywords

EID: 84882539178     PISSN: None     EISSN: None     Source Type: Book    
DOI: 10.1016/B978-044452701-1.00043-0     Document Type: Chapter

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