Nonparametric Regression via StatLSSVM

We present a new MATLAB toolbox under Windows and Linux for nonparametric regression estimation based on the statistical library for least squares support vector machines (StatLSSVM). The StatLSSVM toolbox is written so that only a few lines of code are necessary in order to perform standard nonpara...

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Bibliographic Details
Main Authors: Kris De Brabanter, Johan Suykens, Bart De Moor
Format: Article
Language:English
Published: Foundation for Open Access Statistics 2013-10-01
Series:Journal of Statistical Software
Online Access:http://www.jstatsoft.org/index.php/jss/article/view/2097