Kernel Regression Toolbox for Matlab

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Authors	KOLÁČEK Jan
Year of publication	2009
MU Faculty or unit	Faculty of Science
Web	http://www.math.muni.cz/~kolacek
Description	The toolbox for the kernel estimation of the regression function in MATLAB (Kernel Regression Toolbox) was created. This toolbox contains many matlab scripts useful for kernel smoothing of regression function, especially several methods for choosing of optimal bandwidth and methods for choosing of optimal order of kernel for 4 types of kernel smoothers - Nadaraya-Watson, local-linear, Pristley-Chao and Gasser-Mueller. All scripts are included in an user interface. This toolbox is free and can be download at www.math.muni.cz/~kolacek. In the pack, there is a detailed help for the toolbox also.
Related projects:	Jaroslav Hájek Center for Theoretical and Applied Statistics