Recent publication by Agnar Höskuldsson

Publications with peer review

§ Analysis of Latent structures in Linear models. J. of Chemometrics , Vol 18, 2004, 16 pp
§ Satu-Pia Reinikainen, AH: On non-stationarity in modelling dynamic systems, J. of Chemometrics, vol 18, 2004
§ Kim H. Esbensen, AH: Multivariate data analysis: quo vadis? – I
A new paradigm for object oriented data modelling, 12 pp, J. of Chemometrics, vol 17, 2003
§ AH, Kim H. Esbensen: Multivariate data analysis: quo vadis? – II
Levels of data modelling objectives and possibilities, 9 pp, J. of Chemometrics, vol 17, 2003
§ Satu-Pia Reinikainen, AH: COVPROC Method: Strategy in Modeling Dynamic Systems, J. of Chemometrics, vol 18.
§ Causal and path analysis. Chemometrics and Intell. Lab. Syst. 2001, 58, 287-311
§ Weighing schemes in multivariate data analysis. J. of Chemometrics, 15 (2001) 371-396
§ Variable and subset selection in PLS regression. Chemometrics and Intell. Lab. Syst. 55 (2001) 23-38
§ Stable solutions of linear dynamic models. J. of Chemometrics, 14 (2000) 1-21
§ C. Linneberg, A.H.: Combined principal component preprocessing and N-tuple neural network for improved classification. J. of Chemometrics, 14 (2000) 573-583
§ The Heisenberg modelling procedure and applications to nonlinear modelling. Chemometrics and Intell. Lab. Syst. 44 (1998) 15-30
§ The Heisenberg modelling procedure and applications to process control. Appl. Math. and Comp. Sci., 8 (1998) 755-773
§ Experimental design and priority PLS regression, J. of Chemometrics, 10 (1997)  637-668
§ Dimension of linear models. Chemometrics and Intell. Lab. Syst., 32 (1996)  37-55
§ A combined theory for PCA and PLS. J. of Chemometrics,  9 (1995)  91‑123
§ Data analysis, matrix decompositions and generalized inverse, SIAM J. Sci. Comput.,  15 (1994) 239-262
§ The H‑principle: new ideas, algorithms and methods in applied mathematics and statistics. Chemometrics and Intell. Lab. Syst. 23 (1994)  1‑28.

Book:

Prediction Methods in Science and Technology. Vol. 1. Basic Theory. Thor Publishing, København 1996, 404 pp+disk.

Recent publications in Conference proceedings

♦ Satu-Pia Reinikainen, AH: Analysis of linear dynamic systems of low rank, ESCAPE (European Symposium on Computer Aided Process Engineering), 1.-4. june, 2003, Lappeenrante, Finland
♦ AH, Ari Barfod: Forecasting, Production and Storages, The Fourth SMESME International Conference, 14.-16. may, 2001, Aalborg, Denmark, Hans-Henrik Hvolby (Ed.)
♦ Variable selection in PCA and PLS for high dimensional data. Symposium in Applied Statistics, Danish Technical University, 27.‑29. Jan 1997.
♦ Identifying surfaces of low dimensions in high dimensional data. The Expansion Method Symposium. Odense, Denmark, 25.‑27. Oct 1996.
♦ Bestemmelse af intervalmodeller. Symposium i Anvendt Statistik, Odense, Denmark, 1996, pp 66‑76.
♦ Linear optimisation and the H‑principle. Nordic Workshop on multiple criteria optimisation, Jan 6.‑7. 1994, Matematisk Institut, Københavns Universitet.

Most referred article in ISI database

♥ PLS regression methods. Journal of Chemometrics, 2, 1988, p 211-228

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