Principal components analysis and partial least squares regression

Tetrahedron Computer Methodology

Volumn 2, Issue 6, 1989, Pages 349-376

  Glen, W G ^c   Dunn III, W J ^a   Scott, D R ^b  

^a UNIVERSITY OF ILLINOIS AT CHICAGO   (United States)

^b U S ENVIRONMENTAL PROTECTION AGENCY   (United States)

^c NONE

Author keywords

Classification; Multivariate data analysis; Pattern Recognition; PCA; PLS

Indexed keywords

EID: 45249127902     PISSN: 08985529     EISSN: None     Source Type: Journal    
DOI: 10.1016/0898-5529(89)90004-3     Document Type: Article

References (11)

1. LIII.On lines and planes of closest fit to systems of points in space
2. Principal Component Analysis
3. Pattern Recognition by Disjoint Principal Components Models
4. Cross-validatory Estimation of the Number of Components in Factor and Principal Components Analysis
5. UNIPALS: Software for Principal Components Analysis and Partial Least Squares Regression
6. Relationships between Chemical Structure and Biological Activity Modeled by SIMCA Pattern Recognition
7. Partial Least-Squares Regression: A Tutorial
8. PLS Regression Methods