File:KernelSmoothing.svg

Summary

Description
English: Demonstration of en:Density estimation using kernel smoothing:

The true density is mixture of two Gaussians centered around 0 and 3, shown with solid blue curve.

100 samples are generated from the distribution, shown in red.

Centered on each sample, a Gaussian kernel is drawn in gray.

Averaging the Gaussians yields the density estimate shown in the dashed black curve.
Date
Source Own work
Author طاها

Plot is generated via en:Matlab

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Category:CC-BY-SA-3.0#KernelSmoothing.svg
Category:Self-published work Category:Statistics Category:MATLAB Plots
Category:CC-BY-SA-3.0 Category:MATLAB Plots Category:Self-published work Category:Statistics