Orthogonal projections to latent structures (O-PLS)

Journal of Chemometrics

Volumn 16, Issue 3, 2002, Pages 119-128

  Trygg, Johan ^a   Wold, Svante ^a  

^a UMEÅ UNIVERSITY   (Sweden)

Author keywords

Calibration; Multivariate data analysis; NIPALS PLS; Orthogonal projections to latent structures (O PLS); Orthogonal signal correction (OSC); Preprocessing

Indexed keywords

INFRARED DEVICES; WOOD PRODUCTS;

MULTIVARIATE DATA ANALYSIS; NIPALS PLS; ORTHOGONAL PROJECTION; ORTHOGONAL PROJECTION TO LATENT STRUCTURE; ORTHOGONAL SIGNAL CORRECTION; PRE-PROCESSING METHOD; PREPROCESSING; PROJECTION TO LATENT STRUCTURES; SYSTEMATIC VARIATION;

MULTIVARIANT ANALYSIS;

ARTICLE; CHEMOMETRIC ANALYSIS; CORRELATION ANALYSIS; DATA ANALYSIS; MATHEMATICAL ANALYSIS; MULTIVARIATE ANALYSIS; NEAR INFRARED REFLECTANCE SPECTROSCOPY; WOOD CHIP;

EID: 0036083139     PISSN: 08869383     EISSN: None     Source Type: Journal    
DOI: 10.1002/cem.695     Document Type: Article

References (19)

1. Smoothing and differentiation of data by simplified least squares procedures
2. Linearization and scatter-correction for near-infrared reflectance spectra of meat
3. Statistical analysis of NIR data: Data pretreatment
4. Predictive ability of regression models. Part 2: Selection of the best predictive PLS model
5. Standard normal variate transformation and detrending of near-infrared diffuse reflectance spectra
6. Nonlinear estimation by iterative least squares procedures
7. Orthogonal signal correction of near-infrared spectra
8. On orthogonal signal correction
9. Cross-validatory estimation of the number of components in factor and principal components models
10. A PLS kernel algorithm for data sets with many variables and few objects. Part II: Cross validation, missing data and examples
11. An evaluation of orthogonal signal correction applied to calibration transfer of near infrared spectra
12. Calibration transfer for predicting lake-water pH from near infrared spectra of lake sediments
13. Orthogonal signal correction, wavelet analysis, and multivariate calibration of complicated process fluorescence data
14. PLS regression on wavelet compressed NIR spectra
15. Interpretation of latent-variable regression models
16. Data laundering by target rotation in chemistry-based oil exploration