Local prediction models by principal component regression

Analytica Chimica Acta

Volumn 348, Issue 1-3, 1997, Pages 29-38

  Xie, Yu Long ^a   Kalivas, John H ^a  

^a IDAHO STATE UNIVERSITY   (United States)

Author keywords

Prediction models; Principal component regression

Indexed keywords

CALIBRATION; CONFERENCE PAPER; MODEL; PREDICTION; PRINCIPAL COMPONENT ANALYSIS; PRIORITY JOURNAL; TECHNIQUE; THEORY;

EID: 0030776888     PISSN: 00032670     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0003-2670(97)00036-6     Document Type: Conference Paper

References (36)

1. I.T. Jolliffe, Principal Component Analysis, Springer, New York, 1986.
2. J.H. Kalivas, P.M. Lang, Mathematical Analysis of Spectral Orthogonality, Marcel Dekker, New York, 1994.
3. H. Hotelling, Br. J. Stat. Psychol., 10 (1957) 69.
4. W.F.J. Massy, Am. Stat. Assoc., 60 (1965) 34.
5. J.N.R. Jeffers, Appl. Stat., 16 (1967) 225.
6. W.F. Lott, Commun. Stat., 2 (1973) 449.
7. R.C. Hill, T.B. Fomby and S.R. Johnson, Commun. Stat. Theor. Methods A, 6 (1977) 309.
8. I.T. Jolliffe, Appl. Stat., 31 (1982) 300.
9. R.L. Mason, R.F. Gunst, Regression Analysis and its Application: A Data Oriented Approach, Marcel Dekker, New York, 1980.
10. R.L. Mason and R.F. Gunst, Stat. Prob. Lett., 3 (1985) 299.
11. P.M. Fredericks, J.B. Lee, P.R. Osborn and D.A.J. Swinkels, Appl. Spec., 39 (1985) 303.
12. P.M. Fredericks, J.B. Lee, P.R. Osborn and D.A.J. Swinkels, Appl. Spec., 39 (1985) 311.
13. I. Cowe and J. McNiol, Appl. Spec., 39 (1985) 257.
14. I.A. Cowe, J. McNiol and D.C. Cuthbertson, Analyst, 110 (1985) 1227.
15. I.A. Cowe, J. McNiol and D.C. Cuthbertson, Analyst, 110 (1985) 1233.
16. P. Robert, D. Bertrand, M. Crochon and J. Sabino, Appl. Spec., 43 (1989) 1045.
17. D. Jouan-Rimbaud, M. S Knots, D.L. Massart, I.R. Last and K.A. Prebble, Anal. Chim. Acta, 43 (1995) 257.
18. T. Almøy and E. Haugland, Appl. Spec., 48 (1994) 327.
19. J. Sun, J. Chemometrics, 9 (1995) 21.
20. G. Downey, P. Robert, D. Bertrand and M. Devaux, J. Chemometrics, 3 (1989) 397.
21. J.M. Sutter, J.H. Kalivas and P.M. Lang, J. Chemometrics, 6 (1992) 217.
22. R. Marbach and H.M. Heise, Chemom. Intell. Lab. Sys., 9 (1990) 45.
23. M. Devaux, N. Nathier-Dufour, P. Robert and D. Bertrand, Appl. Spec., 49 (1995) 84.
24. G. Puchwein, Anal. Chem., 60 (1988) 569.
25. T. Næs, H. Martens, J. Chemometrics 2 (1988) 155.
26. Y.L. Xie, J.H. Kalivas, Anal. Chim. Acta, in press.
27. E. Thomas, J. Chemometrics, 9 (1995) 471.
28. J.H. Kalivas, J. Chemometrics, 5 (1991) 37.
29. T. Næs and T. Isaksson, Appl. Spec., 46 (1992) 34.
30. Z. Wang, T. Isaksson and B.R. Kowalski, Anal. Chem., 66 (1994) 249.
31. R. Danielsson and G. Malmquist, Chemom. Intell. Lab. Sys., 14 (1992) 115.
32. ASTM Publication E 1655, Standard Practices for Infrared, Multivariate, Quantitative Analysis, American Society for Testing and Materials, Philadelphia, 1994.
33. T. Fearn, Appl. Stat., 14 (1983) 73.
34. T. Næs, Technometrics, 27 (1985) 301.
35. J.M. Brenchley, U. Hörchner, J.H. Kalivas, Appl. Spec., in press.
36. T. Næs, Chemom. Intell. Lab. System, 5 (1989) 155.