MaxMixtureKernels

MaxMixtureKernels

is an option for SmoothKernelDistribution and related functions that specifies the maximum number and location of kernel functions to use in the estimation.

Details

  • The following settings can be given for MaxMixtureKernels:
  • Automaticautomatically place number of kernels
    Allplace a kernel at all data points
    nuse uniformly spaced kernels
    {spec1,spec2,}use spec1, spec2, in different dimensions
  • MaxMixtureKernels specifies the initial number and placement of kernels to use in a density estimation. Kernels with zero weights from the estimation are not used in the final result.

Examples

Basic Examples  (1)

Specify the number of kernels to place in SmoothKernelDistribution:

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See Also

SmoothKernelDistribution  KernelMixtureDistribution  MixtureDistribution

Introduced in 2010
(8.0)