کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
1180723 962868 2007 9 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
TOMCAT: A MATLAB toolbox for multivariate calibration techniques
موضوعات مرتبط
مهندسی و علوم پایه شیمی شیمی آنالیزی یا شیمی تجزیه
پیش نمایش صفحه اول مقاله
TOMCAT: A MATLAB toolbox for multivariate calibration techniques
چکیده انگلیسی

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.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Chemometrics and Intelligent Laboratory Systems - Volume 85, Issue 2, 15 February 2007, Pages 269–277
نویسندگان
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