An investigation of orthogonal signal correction algorithms and their characteristics

Journal of Chemometrics

Volumn 16, Issue 4, 2002, Pages 176-188

  Svensson, O ^a   Kourti, T ^a   MacGregor, J F ^a  

^a MCMASTER UNIVERSITY   (Canada)

Author keywords

Orthogonal signal correction; OSC; PLS; Preprocessing

Indexed keywords

ALGORITHMICS; ALTERNATIVE ALGORITHMS; CALIBRATION MODEL; CORRECTION ALGORITHMS; ORTHOGONAL COMPONENTS; ORTHOGONAL SIGNAL CORRECTION; PLS; PREDICTION AND ANALYSIS; PREPROCESSING;

ALGORITHM; ANALYTIC METHOD; ARTICLE; CALIBRATION; DATA ANALYSIS; MODEL; PREDICTION; RAMAN SPECTROMETRY; RISK BENEFIT ANALYSIS; SIGNAL TRANSDUCTION; SIMULATION;

EID: 0036083363     PISSN: 08869383     EISSN: None     Source Type: Journal    
DOI: 10.1002/cem.700     Document Type: Article

References (19)

1. Near-infrared mass median particle size determination of lactose monohydrate, evaluating several chemometric approaches
2. The application of multiple linear regression to the measurement of the median particle size of drugs and pharmaceutical excipients by near-infrared spectroscopy
3. Measurement of the cumulative particle size distribution of microcrystalline cellulose using near infrared reflectance spectroscopy
4. Determination of octane numbers and Reid vapour pressure in commercial gasoline using dispersive fibre-optic Raman spectroscopy
5. Prediction of gasoline properties with near-infra-red spectroscopy
6. Application of IR spectroscopy and multivariate calibration to monitor the fusion synthesis of calcium- and calcium/magnesium-resinates
7. Spectroscopic measurement of used lubricating oil quality
8. Near-infrared spectroscopic measurement of lactate in human plasma
9. Comparison of near-IR, Raman, and mid-IR spectroscopies for the determination of BTEX in petroleum fuels
10. Linearization and scatter-correction for near-infrared reflectance spectra of meat
11. Standard normal variate transformation and de-trending of near-infrared diffuse reflectance spectra
12. Orthogonal signal correction of near-infrared spectra
13. An evaluation of orthogonal signal correction applied to calibration transfer of near infrared spectra
14. Direct orthogonalization
15. On orthogonal signal correction
16. Orthogonal projection to latent structures, OPLS
17. Direct orthogonal signal correction
18. A comparison of orthogonal signal correction and net analyte preprocessing methods. Theoretical and experimental study
19. Variable and subset selection in PLS regression