A calibration tutorial for spectral data. Part 1. Data pretreatment and principal component regression using Matlab

Journal of Near Infrared Spectroscopy

Volumn 4, Issue 1-4, 1996, Pages 225-242

  Geladi, Paul ^a   Martens, Harald ^b,c  

^a UMEÅ UNIVERSITY   (Sweden)

^b TECHNICAL UNIVERSITY OF DENMARK   (Denmark)

^c NORWEGIAN UNIVERSITY OF SCIENCE AND TECHNOLOGY   (Norway)

Author keywords

Calibration; Data pretreatment; Multiplicative scatter (signal) correction; Principal component regression; Regression; Regression vector plot; Score plot; Spectra

Indexed keywords

EID: 0030337372     PISSN: 09670335     EISSN: None     Source Type: Journal    
DOI: 10.1255/jnirs.93     Document Type: Article

References (10)

1. H. Martens and T. Næs, Multivariate Calibration. John Wiley & Sons, Chichester (1989).
2. K. Esbensen, S. Schönkopf and T. Midtgaard, Multivariate Analysis in Practice. CAMO, Trondheim (1994).
3. P. Brown, Measurement, Regression and Calibration. Clarendon Press, Oxford (1993).
4. R. Henrion and G. Henrion, Multivariate Datenanalyse; Methodik und Anwendung in der Chemie und verwandten Gebieten. Springer, Berlin (1995).
5. A. Höskuldsson, Prediction Methods in Science and Technology. Thor Publishing, Holte, Denmark (1996).
6. P. Geladi and E. Dåbakk, J. Near Infrared Spectrosc. 3, 119 (1995).
7. T. Isaksson and B. Kowalski, Appl. Spectrosc. 47, 702 (1993).
8. H. Martens and E. Stark, J. Pharm. Biomed. Anal. 9, 625 (1991).
9. P. Geladi, D. McDougall and H. Martens, Appl. Spectrosc. 39, 491 (1985).
10. H. Martens, S.-A. Jensen and P. Geladi, "Multivariate Linearity Transformations for Near-Infrared Spectrometry", in Proc. Nordic Symp. on Applied Statistics, Stavanger, 12-14 June 1983. Stokkand Forlag, Stavanger, pp. 205-233 (1983).