An ensemble of Monte Carlo uninformative variable elimination for wavelength selection

Analytica Chimica Acta

Volumn 612, Issue 2, 2008, Pages 121-125

  Han, Qing Juan ^a   Wu, Hai Long ^a   Cai, Chen Bo ^a   Xu, Lu ^a   Yu, Ru Qin ^a  

^a HUNAN UNIVERSITY   (China)

Author keywords

Monte Carlo; Multivariate calibration; Partial least squares; Uninformative variable elimination; Wavelength selection

Indexed keywords

CALIBRATION; COMPUTER SIMULATION; DATA REDUCTION; LEAST SQUARES APPROXIMATIONS; MATHEMATICAL MODELS; MONTE CARLO METHODS;

MULTIVARIATE CALIBRATION; PARTIAL LEAST SQUARES; UNINFORMATIVE VARIABLE ELIMINATION; WAVELENGTH SELECTION;

WAVELENGTH;

ALGORITHM; ARTICLE; CALIBRATION; EVALUATION; MATHEMATICAL MODEL; MONTE CARLO METHOD; MULTIVARIATE ANALYSIS; PRIORITY JOURNAL;

CALIBRATION; COMPUTER SIMULATION; MONTE CARLO METHOD;

EID: 40849123845     PISSN: 00032670     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.aca.2008.02.032     Document Type: Article

References (22)

1. Haaland D.M., and Thomas E.V. Anal. Chem. 60 (1988) 1193
2. Andrade J.M., Garcia M.V., Lopez-Mahia P., and Prada D. Talanta 44 (1997) 2167
3. Wold S., Sjostrom M., and Eriksson L. Chemometr. Intell. Lab. Syst. 58 (2001) 109
4. Janik L.J., and Skjemstad J.O. J. Soil Res. 33 (1995) 637
5. Wakelinc I.N., and Macfie H.J.H. J. Chemometr. 6 (1992) 189
6. Dayal B.S., and MacGregor J.F. J. Chemometr. 11 (1997) 73
7. Wold S., Trygg J., Berglund A., and Antti H. Chemometr. Intell. Lab. Syst. 58 (2001) 131
8. Jiang J.H., Berry R.J., Siesler H.W., and Ozaki Y. Anal. Chem. 74 (2002) 3555
9. Forina M., Casolino C., and Millan C.P. J. Chemometr. 13 (1999) 165
10. Swierenga H., Wülfert E., de Noord O.E., de Weijer A.P., Smilde A.K., and Buydens L.M.C. Anal. Chim. Acta 411 (2000) 121
11. Bangalore A.S., Shaffer R.E., Small G.W., and Arnold M.A. Anal. Chem. 68 (1996) 4200
12. Goicoechea H.C., and Olivieri A.C. J. Chem. Inf. Comput. Sci. 42 (2002) 1146
13. Centner V., Massart D.L., de Noord O.E., de Jong S., Vandeginste B.M., and Sterna C. Anal. Chem. 68 (1996) 3851
14. Koshoubu J., Iwata T., and Minami S. Appl. Spectrosc. 54 (2000) 148
15. Koshoubu J., Iwata T., and Minami S. Anal. Sci. 17 (2001) 319
16. Martens H.A., and Dardenne P. Chemometr. Intell. Lab. Syst. 44 (1998) 91
17. Faber N.M. Anal. Chem. 72 (2000) 4675
18. Westad F., and Martens H. J. Near Infrared Spectrom. 8 (2000) 117
19. Griffiths M.L., Svozil D., Worsfold P., Denham S., and Evans E.H. J. Anal. Atom. Spectrom. 17 (2002) 800
20. Zhang P. Ann. Stat. 21 (1993) 299
21. Borggaard C., and Thodberg H.H. Anal. Chem. 64 (1992) 545
22. Snee R.D. Technometrics 19 (1977) 415