mvksdensity- how to choose bandwidth and bandwidth comprises of how many points?
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Raunak Gupta 2020년 8월 7일
From the documentation of mvksdensity, the Bandwidth parameter can be selected using the Silverman’s rule of thumb mentioned here which takes number of data points, number of dimensions and standard deviation for a dimension into consideration while giving an effective bandwidth for a dimension. As for the number of points comprises in Bandwidth, it is essentially a smoothing parameter and applied on a dimension of data, so it covers all the data points.
For the last question, bandwidth will not set the kernel function which can be circular or gaussian cone. You may use Kernel Name-Value pair for specifying the same.