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Kernel Regression with Variable Window Width

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Kernel Regression with Variable Window Width



Gaussian kernel regression and local linear Gaussian kernel regression with variable window width

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This is the same as ksr and ksrlin (file File ID: #19195 and #19564), but instead of using the same bandwidth for each point, it uses a variable bandwidth given by the distance of each point to its kth nearest neighbor.


Kernel Smoothing Regression and Local Linear Kernel Regression inspired this file.

Required Products Statistics and Machine Learning Toolbox
MATLAB release MATLAB 7.13 (R2011b)
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