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:

Wolfram Research (2010), MaxMixtureKernels, Wolfram Language function, https://reference.wolfram.com/language/ref/MaxMixtureKernels.html.

Text

Wolfram Research (2010), MaxMixtureKernels, Wolfram Language function, https://reference.wolfram.com/language/ref/MaxMixtureKernels.html.

CMS

Wolfram Language. 2010. "MaxMixtureKernels." Wolfram Language & System Documentation Center. Wolfram Research. https://reference.wolfram.com/language/ref/MaxMixtureKernels.html.

APA

Wolfram Language. (2010). MaxMixtureKernels. Wolfram Language & System Documentation Center. Retrieved from https://reference.wolfram.com/language/ref/MaxMixtureKernels.html

BibTeX

@misc{reference.wolfram_2023_maxmixturekernels, author="Wolfram Research", title="{MaxMixtureKernels}", year="2010", howpublished="\url{https://reference.wolfram.com/language/ref/MaxMixtureKernels.html}", note=[Accessed: 18-April-2024 ]}

BibLaTeX

@online{reference.wolfram_2023_maxmixturekernels, organization={Wolfram Research}, title={MaxMixtureKernels}, year={2010}, url={https://reference.wolfram.com/language/ref/MaxMixtureKernels.html}, note=[Accessed: 18-April-2024 ]}