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MaxMixtureKernels

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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)Summary of the most common use cases

Specify the number of kernels to place in SmoothKernelDistribution:

In[1]:=1
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https://wolfram.com/xid/0nxsqx5nvrne4l8is-doacsb
In[2]:=2
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https://wolfram.com/xid/0nxsqx5nvrne4l8is-oa46xa
In[3]:=3
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https://wolfram.com/xid/0nxsqx5nvrne4l8is-oolnbg
Out[3]=3
Wolfram Research (2010), MaxMixtureKernels, Wolfram Language function, https://reference.wolfram.com/language/ref/MaxMixtureKernels.html.
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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.

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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.

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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

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

BibTeX

@misc{reference.wolfram_2025_maxmixturekernels, author="Wolfram Research", title="{MaxMixtureKernels}", year="2010", howpublished="\url{https://reference.wolfram.com/language/ref/MaxMixtureKernels.html}", note=[Accessed: 14-May-2025 ]}

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@misc{reference.wolfram_2025_maxmixturekernels, author="Wolfram Research", title="{MaxMixtureKernels}", year="2010", howpublished="\url{https://reference.wolfram.com/language/ref/MaxMixtureKernels.html}", note=[Accessed: 14-May-2025 ]}

BibLaTeX

@online{reference.wolfram_2025_maxmixturekernels, organization={Wolfram Research}, title={MaxMixtureKernels}, year={2010}, url={https://reference.wolfram.com/language/ref/MaxMixtureKernels.html}, note=[Accessed: 14-May-2025 ]}

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@online{reference.wolfram_2025_maxmixturekernels, organization={Wolfram Research}, title={MaxMixtureKernels}, year={2010}, url={https://reference.wolfram.com/language/ref/MaxMixtureKernels.html}, note=[Accessed: 14-May-2025 ]}