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Kernel Regression with Variable Window Width

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Be the first to rate this file! 10 Downloads (last 30 days) File Size: 4.19 KB File ID: #35316 Version: 1.0
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Kernel Regression with Variable Window Width

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

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Description

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.

Acknowledgements

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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