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词汇 example_english_kernel-density
释义

kernel density

collocation in English

meanings of kerneland density


These words are often used together. Click on the links below to explore the meanings. Or, see other collocations with kernel or density.
kernel
noun[C]
uk /ˈkɜː.nəl/ us /ˈkɝː.nəl/
the part of a nut that is inside the shell and can ...
See more at kernel
density
noun[C or U]
uk /ˈden.sɪ.ti/ us /ˈden.sə.t̬i/
the number of people or things in a place in relation to the size of ...
See more at density


Examples of kernel density


These examples are from corpora and from sources on the web. Any opinions in the examples do not represent the opinion of the Cambridge Dictionary editors or of Cambridge University Press or its licensors.
In order to allow for random fluctuations in the numbers of positive isolates, weekly data series were smoothed using kerneldensity smoothing.
As the plots suggest, the stable model provides a better fit to the kerneldensity.
Recall that for a bandwidth of 0.5, the kerneldensity estimates reveal two peaks.
Data subject to kerneldensity smoothing.
As in local linear regression, the idea is to localize a linear parameterization in the neighborhood of a state y through the use of a kerneldensity.
The first requirement ensures that the method of kerneldensity estimation results in a probability density function.
From
Wikipedia

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Kerneldensity estimators were first introduced in the scientific literature for univariate data in the 1950s and 1960s and subsequently have been widely adopted.
From
Wikipedia

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Kerneldensity estimates are closely related to histograms, but can be endowed with properties such as smoothness or continuity by using a suitable kernel.
From
Wikipedia

This example is from Wikipedia and may be reused under a CC BY-SA license.
The result of summing these kernels is given on the right figure, which is a kerneldensity estimate.
From
Wikipedia

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In kerneldensity estimation, the contribution of each data point is smoothed out from a single point into a region of space surrounding it.
From
Wikipedia

This example is from Wikipedia and may be reused under a CC BY-SA license.
Kerneldensity estimation is a fundamental data smoothing problem where inferences about the population are made, based on a finite data sample.
From
Wikipedia

This example is from Wikipedia and may be reused under a CC BY-SA license.
The algorithm for computing a dot plot is closely related to kerneldensity estimation.
From
Wikipedia

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Example problems that fit into this form include all-nearest-neighbors in manifold learning, kerneldensity estimation, and kernel machines.
From
Wikipedia

This example is from Wikipedia and may be reused under a CC BY-SA license.
An alternative to the histogram is kerneldensity estimation, which uses a kernel to smooth samples.
From
Wikipedia

This example is from Wikipedia and may be reused under a CC BY-SA license.
An alternate approach is kerneldensity estimation, which essentially blurs point samples to produce a continuous estimate of the probability density function which can provide an estimate of the mode.
From
Wikipedia

This example is from Wikipedia and may be reused under a CC BY-SA license.
Therefore, after conducting the kerneldensity analysis, it can be determine if grid cells with high crime intensity values are clustered together and thus forming a crime hotspot.
From
Wikipedia

This example is from Wikipedia and may be reused under a CC BY-SA license.
Choice of number and width of bins techniques can heavily influence the appearance of a histogram, and choice of bandwidth can heavily influence the appearance of a kerneldensity estimate.
From
Wikipedia

This example is from Wikipedia and may be reused under a CC BY-SA license.
To further investigate the factors determining participation in the program, we first estimate kernel densities to trace out the income distributions of participating and non-participating households.
These examples are from corpora and from sources on the web. Any opinions in the examples do not represent the opinion of the Cambridge Dictionary editors or of Cambridge University Press or its licensors.
Want to learn more?
Go to the definition of kernel
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