- R. Bro
Multi-way analysis in the food industry. Models, algorithms and applications
Department of Analytical Chemistry, University of Amsterdam, Amsterdam, 1998
Description: simply a must, even if your interest lies outside food industry
Download from the site of the Food Technology Group at KVL; info
- J.A. Fernández Pierna
Improvements in the multivariate calibration processes
Department of Analytical Chemistry and Pharmaceutical Technology, Vrije Universiteit Brussel, Brussels, Belgium, 2002
Description: deals with crucial aspects of multivariate calibration such as pre-processing, inhomogeneity detection and prediction uncertainty
Info
- M.M. Høy
Building simple, reliable and relevant multivariate data-analysis tools
Department of Physical Chemistry, NTNU, Norway, 2002
Description: focus on multivariate data-analysis tools that are sophisticated and powerful, yet easy to use and comprehend
Info
- M. Linder
Bilinear regression and second-order calibration
Mathematical statistics, Stockholm University, Sweden, 1998
Description: first truly least-squares method for second-order bilinear calibration - with rigorous uncertainty analysis
Info
- A. Phatak
Evaluation of some multivariate methods and their applications in chemical engineering
Department of Chemical Engineering, University of Waterloo, Canada, 1993
Description: work of encyclopedic size, e.g. Chapter 4 has much more material on PLSR prediction intervals than the paper by Phatak et al., cited below under "Reliability of multivariate calibration models"
Download from the home page of Dr. Aloke Phatak; info
- W. Pool
Back-folding: a new algorithm for the processing of GC/MS data
Chemical Technology and Materials Science, University of Delft, The Netherlands, 1997
Description: remarkable alternative to the common approaches for resolution and subsequent calibration of spectro-chromatographic data
Info
- F. Westad
Relevance and parsimony in multivariate modelling
Department of Physics and Chemistry, Norwegian University of Science and Technology, Trondheim, Norway, 2000
Description: focus on parsimonious models, shift modelling, uncertainty estimation, variable selection, model stability and interpretation of multivariate regression models
Info
|
