Kernel (statistics)

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Kernel (statistics)
A kernel is a weighting function used in non-parametric estimation techniques. Kernels are used in kernel density estimation to estimate random variables' density functions, or in kernel regression to estimate the conditional expectation of a random variable.Commonly, kernel widths must also be specified when running a non-parametric estimation.
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