Publications

Scientific papers

Berget, I., Mevik, B.-H., Næs, T. (2007); New modifications and applications of fuzzy C means methodology; Computational Statistics and Data Analysis (in press). (Abstract.)
H. Martens, A. Kohler, N.K. Afseth, J.P. Wold, M. Hersleth, I. Berget, T. Ådnøy, M. Skaugen, T. Isaksson, G. Vegarud, A. Criscione, B.-H. Mevik, M.B. Frøst, Å.T. Randby, E. Prestløkken, P. Berg, M. Kent, S. Lien, S.W. Omholt (2007); High-throughput Measurements for Functional Genomics of Milk; Journal of Animal and Feed Sciences 16(1), 172—189. (Abstract.)
Jørgensen, K., Mevik, B.-H., Næs, T. (2007); Combining Designed Experiments with Several Blocks of Spectroscopic Data; Chemometrics and Intelligent Laboratory Systems 88(2), 154—166. (Abstract.)
Mevik, B.-H., Wehrens, R. (2007); The pls Package: Principal Component and Partial Least Squares Regression in R; Journal of Statistical Software 18(2), 1—24. (The paper (PDF); the R code package)

Sáiz-Abajo, M.J., Mevik, B.-H., Segtnan, V.H., Næs, T. (2005); Ensemble Methods and Data Augmentation by Noise Addition Applied to the Analysis of Spectroscopic Data; Analytica Chimica Acta 533(2), 147—159. (Abstract.)
Segtnan, V.H., Mevik, B.-H., Isaksson, T., Næs, T. (2005); Low-cost Approaches to Robust Temperature Compensation in Near Infrared Calibration and Prediction Situations; Applied Spectroscopy 59(6), 816—825. (Abstract.)
Berget, I., Mevik, B.-H., Vebø, H., Næs, T. (2005); A Strategy for Finding Relevant Clusters; With an Application to Microarray Data; Journal of Chemometrics 19(9), 482—491. (Abstract.)

Mevik, B.-H. (2004); Assessing the performance of classifiers when classes arise from a continuum; Computational Statistics and Data Analysis 46(4), 689—705. (Preprints: PostScript, pdf.)
Dingstad, G.I., Egelandsdal, B., Mevik, B.-H., Færgestad, E.M. (2004); Modelling and Optimization of Quality and Costs on Empirical Data of Hearth Bread; Food Science and Technology/Lebensmittel-Wissenschaft und Technologie 37(5), 527—538. (Abstract.)
Mevik, B.-H., Cederkvist, H.R. (2004); Mean Squared Error of Prediction (MSEP) Estimates for Principal Component Regression (PCR) and Partial Least Squares Regression (PLSR); Journal of Chemometrics 18(9), 422—429. (Preprints: PostScript, pdf.)
Mevik, B.-H., Segtnan, V.H., Næs, T. (2004); Ensemble Methods and Partial Least Squares Regression; Journal of Chemometrics 18(11), 498—507. (Preprints: PostScript, pdf.)

Hersleth, M., Mevik, B.-H., Næs, T., Guinard, J.-X. (2003); Effect of contextual factors on liking for wine – use of robust design methodology; Food Quality and Preference 14(7), 615—622. (Abstract.)

Mevik, B.-H., Næs, T. (2002–2003); Strategies for Classification when Classes Arise from a Continuum; Quality Engineering 15(1), 113—126. (Abstract.)

Næs, T., Mevik, B.-H. (2001); Understanding the Collinearity Problem in Regression and Discriminant Analysis; Journal of Chemometrics 15(4), 413—426. (Preprints: MS Word, rtf, PostScript, pdf.)
Mevik, B.-H., Færgestad, E. M. F., Ellekjær, M. R. and Næs, T. (2001); Using Raw Material Measurements in Robust Process Optimization; Chemometrics and Intelligent Laboratory Systems 55(1—2), 133—145. (Preprints: PostScript, pdf.)
Mevik, B.-H. (2001—2002); Robustness of Robust Process Optimization; Quality Engineering 14(1), 13—23. (Abstract.)
Rødbotten, R., Mevik, B.-H., Hildrum, K. I. (2001); Prediction and Classification of Tenderness in Beef from Non-Invasive Diode Array Detected NIR Spectra; Journal of Near Infrared Spectroscopy 9, 199–210.

Næs, T. and Mevik, B.-H. (1999); The Flexibility of Fuzzy Clustering Illustrated by Examples; Journal of Chemometrics 13(3—4), 435—444. (Preprints: MS Word, rtf, PostScript, pdf.)

Mevik, B.-H. (2006); The pls package; R News 6(3), 12—17. (Available online here.)

Mevik, B.-H. (2000); Statistical Methods for Handling Unwanted Variation in Production Processes, Using Raw Material Methods; Dr.scient (PhD) thesis; Series of dissertations submitted to the Faculty of Mathematics and Natural Sciences, University of Oslo, No. 94; ISSN 1501-7710. (Copies available from author.)