Maximum likelihood principal components regression on wavelet-compressed data

Applied Spectroscopy

Volumn 58, Issue 7, 2004, Pages 855-862

  Leger, Marc N ^a   Wentzell, Peter D ^a  

^a DALHOUSIE UNIVERSITY   (Canada)

Author keywords

[No Author keywords available]

Indexed keywords

CALIBRATION; DATA COMPRESSION; MATHEMATICAL MODELS; MATRIX ALGEBRA; MAXIMUM LIKELIHOOD ESTIMATION; MEASUREMENT ERRORS; REGRESSION ANALYSIS; WAVELET TRANSFORMS;

COVARIANCE MATRIX; MAXIMUM LIKELIHOOD PRINCIPAL COMPONENTS REGRESSION; MULTIVARIATE CALIBRATION; NEAR INFRARED SPECTROSCOPY; WAVELET COMPRESSED DATA;

INFRARED SPECTROSCOPY;

EID: 3843061271     PISSN: 00037028     EISSN: None     Source Type: Journal    
DOI: 10.1366/0003702041389382     Document Type: Article

References (39)

1. I. Daubechies, Comm. Pure Appl. Math. 41, 909 (1988).
2. S. G. Mallat, IEEE Trans. Pattern Anal. Machine Intell. 11, 674 (1989).
3. X.-G. Shao, A. K.-M. Leung, and F.-T. Chau, Acc. Chem. Res. 36, 276 (2003).
4. B. K. Alsberg, Anal. Chem. 71, 3092 (1999).
5. B. R. Bakshi, J. Chemom. 13, 415 (1999).
6. P. Teppola and P. Minkkinen, J. Chemom. 14, 383 (2000).
7. B. Walczak, B. van den Bogaert, and D.-L. Massart, Anal. Chem. 68, 1742 (1996).
8. X. Shao, H. Gu, J. Wu, and Y. Shi, Appl. Spectrosc. 54, 731 (2000).
9. H.-W. Tan and S. D. Brown, J. Chemom. 15, 647 (2001).
10. F. T. Chau, T. M. Shih, J. B. Gao, and C. K. Chan, Appl. Spectrosc. 50, 339 (1996).
11. F. T. Chau, J. B. Gao, T. M. Shih, and J. Wang, Appl. Spectrosc. 51, 649 (1997).
12. M. Bos and E. Hoogendam, Anal. Chim. Acta 267, 73 (1992).
13. B. K. Alsberg, A. M. Woodward, M. K. Winson, J. Rowland, and D. B. Kell, Analyst (Cambridge, U.K.) 122, 645 (1997).
14. H. Shen, J. Wang, Y. Liang, K. Pettersson, M. Josefson, J. Gottfries, and F. Lee, Chemom. Intell. Lab. Syst. 37, 261 (1997).
15. H.-W. Tan and S. D. Brown, J. Chemom. 16, 228 (2002).
16. V. J. Barclay, R. F. Bonner, and I. P. Hamilton, Anal. Chem. 69, 78 (1997).
17. B. Walczak and D. L. Massart, Chemom. Intell. Lab. Syst. 36, 81 (1997).
18. J. Trygg and S. Wold, Chemom. Intell. Lab. Syst. 42, 209 (1998).
19. U. Depczynski, K. Jetter, K. Molt, and A. Niemöller, Chemom. Intell. Lab. Syst. 47, 179 (1999).
20. H. Tan and S. D. Brown, J. Chemom. 17, 111 (2003).
21. D. Jouan-Rimbaud, B. Walczak, R. J. Poppi, O. E. de Noord, and D. L. Massart, Anal. Chem. 69, 4317 (1997).
22. B. K. Alsberg, A. M. Woodward, M. K. Winson, J. J. Rowland, and D. B. Kell, Anal. Chim. Acta 368, 29 (1998).
23. P. B. Harrington, P. J. Rauch, and C. Cai, Anal. Chem. 73, 3247 (2001).
24. G. Chen and P. B. Harrington, Anal. Chim. Acta 484, 75 (2003).
25. G. Chen and P. B. Harrington, Anal. Chim. Acta 490, 59 (2003).
26. P. D. Wentzell, D. T. Andrews, and B. R. Kowalski, Anal. Chem. 69, 2299 (1997).
27. P. D. Wentzell and M. T. Lohnes, Chemom. Intell. Lab. Syst. 45, 65 (1999).
28. D. T. Andrews and P. D. Wentzell, Anal. Chim. Acta 350, 341 (1997).
29. C. D. Brown, L. Vega-Montoto, and P. D. Wentzell, Appl. Spectrosc. 54, 1055 (2000).
30. S. K. Schreyer, M. Bidinosti, and P. D. Wentzell, Appl. Spectrosc. 56, 789 (2002).
31. B. K. Alsberg, A. M. Woodward, and D. B. Kell, Chemom. Intell. Lab. Syst. 37, 215 (1997).
32. K. Jetter, U. Depczynski, K. Molt, and A. Niemöller, Anal. Chim. Acta 420, 169 (2000).
33. B. Walczak, Wavelets in Chemistry (Elsevier, Amsterdam, Netherlands, 2000).
34. C. Cai, P. B. Harrington, and D. M. Davis, Anal. Chem. 69, 4249 (1997).
35. C. Cai and P. B. Harrington, J. Chem. Inf. Comput. Sci. 38, 1161 (1998).
36. A. A. Urbas and P. B. Harrington, Anal. Chim. Acta 446, 393 (2001).
37. J. Trygg, N. Kettaneh-Wold, and L. Wallbäcks, J. Chemom. 15, 299 (2001).
38. P. D. Wentzell, D. T. Andrews, D. C. Hamilton, K. Faber, and B. R. Kowalski, J. Chemom. 11, 339 (1997).
39. B. Walczak and D. L. Massart, Chemom. Intell. Lab. Syst. 38, 39 (1997).