Title of article :
TOMCAT: A MATLAB toolbox for multivariate calibration techniques
Author/Authors :
Daszykowski، نويسنده , , Micha? and Serneels، نويسنده , , Sven and Kaczmarek، نويسنده , , Krzysztof and Van Espen، نويسنده , , Piet and Croux، نويسنده , , Christophe and Walczak، نويسنده , , Beata، نويسنده ,
Issue Information :
دوفصلنامه با شماره پیاپی سال 2007
Pages :
9
From page :
269
To page :
277
Abstract :
We have developed a new user-friendly graphical interface for robust calibration with a collection of m-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.
Keywords :
Partial Robust M-Regression , Multivariate calibration , Robust Continuum Regression , Nonlinear Modeling , Radial Basis Functions Partial Least Squares
Journal title :
Chemometrics and Intelligent Laboratory Systems
Serial Year :
2007
Journal title :
Chemometrics and Intelligent Laboratory Systems
Record number :
1461836
Link To Document :
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