A comparison of techniques for modelling data with non-linear structure

Journal of Near Infrared Spectroscopy

Volumn 11, Issue 1, 2003, Pages 55-70

  Stordrange, Laila ^a   Kvalheim, Olav M ^a   Hassel, Per A ^b   Malthe Sørenssen, Dick ^c   Libnau, Fred Olav ^c  

^a UNIVERSITY OF BERGEN   (Norway)

^b NEWCASTLE UNIVERSITY   (United Kingdom)

^c Amersham Health AS   (Norway)

Author keywords

Locally weighted regression (LWR); Multivariate calibration; Near infrared spectroscopy (NIR); PLS; Quadratic PLS (QPLS)

Indexed keywords

ANALYSIS OF VARIANCE; ARTICLE; CHEMICAL MODEL; COMPARATIVE STUDY; DATA ANALYSIS; EXPERIMENTAL TEST; NEAR INFRARED SPECTROSCOPY; NONLINEAR SYSTEM; PREDICTION; PRINCIPAL COMPONENT ANALYSIS; TECHNIQUE;

EID: 0037249290     PISSN: 09670335     EISSN: None     Source Type: Journal    
DOI: 10.1255/jnirs.354     Document Type: Article

References (23)

1. W.W. Howard, S. Sekulic, M.J. Wheeler, G. Taber, F.J. Urbanski, F.E. Sistare, T. Norris and P.K. Aldridge, Appl. Spectrosc. 52, 17 (1998).
2. C. Coffey, B.E. Cooley and D.S. Walker, Anal. Chim. Acta 395, 335 (1999).
3. H. Antti, M. Sjöström and L. Wallbacks, J. Chemometr. 10, 591 (1999).
4. J. Verdú-Andrés, D.L. Massart, C. Menardo and C. Sterna, Anal. Chim. Acta 349, 271 (1997).
5. H. Martens and T. Næs, Multivariate Calibration. John Wiley & Sons, Chichester, UK (1989).
6. V. Centner, J. Verdú-Andrés, B. Walczak, D. Jouan-Rimbaud, F. Despargne, L. Pasti, R. Poppi, D.L. Massart and O.E. de Noord, Appl. Spectrosc. 54, 608 (2000).
7. S. Sekulic, M.B. Seasholtz, Z. Wang, B.R. Kowalski, S.E. Lee and B.E. Holt, Anal. Chem. 65, 835A (1993).
8. B.G.M. Vandeginste, D.L. Massart, L.M.C. Buydens, S. de Jong, P.J. Lewi and J. Smeyers-Verbeke, Handbook of Chemometrics and Qualimetrics: Part B. Elsevier, Amsterdam, The Netherlands, p. 378 (1998).
9. L. Stordrange, F.O. Libnau, D. Malthe-Sørenssen and O.M. Kvalheim, J. Chemometr. 16, 529 (2002).
10. rd Edn. Ellis Horwood, PTR Prentice Hall, UK (1993).
11. M. Blanco, J. Coello, H. Iturriaga, S. Maspoch and J. Pagés, Anal. Chim. Acta 384, 207 (1999).
12. F. Westad and H. Martens, J. Near Infrared Spectrosc. 8, 117 (2000).
13. T. Næs, T. Isaksson and B. Kowalski, Anal. Chem. 62, 664 (1990).
14. S. Wold, N. Kettaneh-Wold and B. Skageberg, Chemometr. Intell. Lab. Syst. 7, 53 (1989).
15. G. Baffi, E.B. Martin and A.J. Morris, Comp. Chem. Eng. 23, 395 (1999).
16. B. Li, P.A. Hassel, E.B. Martin and A.J. Morris, "PLS and Related Methods", in Proceedings of the PLS '01 International Symposium, Ed by V. Vinzi, C. Lauro, A. Morineau and M. Tenenhaus. CISIA-CERESTA, Montreuil, France p. 163 (2001).
17. A. Höskuldsson, J. Chemometr. 2, 211 (1988).
18. O.M. Kvalheim, Chemometr. Intell. Lab. Syst. 8, 59 (1990).
19. R.D. Maesschalck, D. Jouan-Rimbaud and D.L. Massart, Chemometr. Intell. Lab. Syst. 50, 1 (2000).
20. T.V. Karstang and R. Manne, Chemometr. Int. Lab. Syst. 14, 165 (1992).
21. Q.-s. Xu and Y.-z. Liang, Chemometr. Intell. Lab. Syst. 56, 1 (2001).
22. H. van der Vöet, Chemometr. Intell. Lab. Syst. 25, 313 (1994).
23. L. Nørgaard, A. Saudland, J. Wagner, J.P. Nielsen, L. Munck and S. Engelsen, Appl. Spectrosc. 54, 413 (2000).