Title: TOMCAT: A MATLAB toolbox for multivariate calibration techniques
Authors: Daszykowski, Michal ×
Serneels, Sven
Kaczmarek, Krzysztof
Van Espen, Piet
Croux, Christophe
Walczak, Beata #
Issue Date: Feb-2007
Publisher: Elsevier science bv
Series Title: Chemometrics and intelligent laboratory systems vol:85 issue:2 pages:269-277
Abstract: We have developed a new user-friendly graphical interface for robust calibration with a collection of in-files, called TOMCAT (TOolbox for Multivariate CAlibration Techniques). The graphical interface and its routines are freely available and programmed in MATLAB 6.5, probably one of the most popular programming environments in the chemometrics community. The graphical interface allows a user to apply the implemented methods in an easy way and it gives a straightforward possibility to visualize the obtained results. Several useful features such as interactive numbering of the displayed objects on a plot, viewing the content of the data, easy transfer of the data between the toolbox and the MATLAB workspace and vice versa, are also implemented. Among the implemented methods there are Principal Component Analysis and its robust variant, Partial Least Squares, Continuum Power Regression, Partial Robust M-Regression, Robust Continuum Regression and Radial Basis Functions Partial Least Squares. (c) 2006 Elsevier B.V. All rights reserved.
ISSN: 0169-7439
Publication status: published
KU Leuven publication type: IT
Appears in Collections:Research Center for Operations Research and Business Statistics (ORSTAT), Leuven
× corresponding author
# (joint) last author

Files in This Item:
File Status SizeFormat
tomcatamatlab.pdf Published 852KbAdobe PDFView/Open Request a copy

These files are only available to some KU Leuven Association staff members


All items in Lirias are protected by copyright, with all rights reserved.

© Web of science