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# Total Least Squares Method

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We present a Matlab toolbox which can solve basic problems related to the Total Least Squares (TLS) method in the modeling. By illustrative examples we show how to use the TLS method for solution of:
- linear regression model
- nonlinear regression model
- fitting data in 3D space
- identification of dynamical system

This toolbox requires another two functions, which are already published in Matlab Central File Exchange. Those functions will be installed to computer via supporting install package 'requireFEXpackage' included in TLS package. For more details see ReadMe.txt file.

Authors: Ivo Petras, Dagmar Bednarova, Tomas Skovranek, and Igor Podlubny
(Technical University of Kosice, Slovakia)

Detailed description of the functions, examples and demos can be found at the link:

Ivo Petras and Dagmar Bednarova: Total Least Squares Approach to Modeling: A Matlab Toolbox, Acta Montanistica Slovaca, vol. 15, no. 2, 2010, pp. 158-170.
(http://actamont.tuke.sk/pdf/2010/n2/8petras.pdf)

Free download from Shareware Connection - We present a Matlab toolbox which can solve basic problems related to the Total Least Squares (TLS) method in the modeling.

Publisher: Ivo Petras | License: Shareware
Version: 1.0 | Size: 10 KB | Platform: Matlab, Scripts
Released Date: 09-04-2013 | Rating: 0 | Title: Total Least Squares Method

Author Url: http://www.mathworks.com
Program Info Url: http://www.mathworks.com

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Total Least Squares Method keywords:

weighted total least squares straight line fit - The problem of fitting a straight line to data with uncertainties in both coordinates is solved using a weighted total least-squares algorithm

weighted total least squares for mutually correlated coordinates - The problem of fitting a straight line to data with uncertainties in both coordinates is solved using a weighted total least-squares algorithm

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