The Heisenberg modelling procedure and application to nonlinear modelling

Chemometrics and Intelligent Laboratory Systems

Volumn 44, Issue 1-2, 1998, Pages 15-30

  Höskuldsson, Agnar ^a  

^a TECHNICAL UNIVERSITY OF DENMARK   (Denmark)

Author keywords

H principle; Heisenberg modelling; Large scale modelling; Nonlinear modelling; PLS regression

Indexed keywords

CALCULATION; CONFERENCE PAPER; MATHEMATICAL ANALYSIS; MATHEMATICAL MODEL; PRIORITY JOURNAL; STATISTICAL ANALYSIS;

EID: 0345003738     PISSN: 01697439     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0169-7439(98)00111-7     Document Type: Conference Paper

References (11)

1. http://www.predict.dk, an Internet address of the H-principle.
2. Höskuldsson A. The H-principle: new ideas, algorithms and methods in applied mathematics and statistics. Chemometrics Intell. Lab. Systems. 23:1994;1-28.
3. A. Höskuldsson, Prediction Methods in Science and Technology. Vol. 1, Basic Theory, Thor Publishing, Copenhagen, 1996.
4. Næs T. Leverage and influence measures for principal component regression. Chemometrics Intell. Lab. Systems. 5:1989;155-168.
5. Taavitsainen V.M., Haaris H. Chemometrics Intell. Lab. Systems. 23:1994;51-64.
6. Berglund A., Wold S. INLR, Implicit Nonlinear Latent variable Regression. J. Chemometrics. 11:1997;307-334.
7. Höskuldsson A. QPLS regression methods. J. Chemometrics. 6:1992;307-334.
8. G.A.F. Seber, C.J. Wild, Nonlinear Regression, Wiley, New York, 1989.
9. M. Siotani, T. Hayakawa, Y. Fujikoshi, Modern Multivariate Statistical Analysis: A Graduate Course and Handbook, American Science Press, Columbus, OH, 1985.
10. A. Höskuldsson, Prediction Methods in Science and Technology. Vol. 2, Nonlinear Methods, Thor Publishing, Copenhagen, 1999.
11. D.M. Bates, D.G. Watts, Nonlinear Regression, Analysis and its Applications, Wiley, New York, 1988.