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MathStatisticsKernelFunctions

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MATH statistics
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math statistics
Library "MathStatisticsKernelFunctions"
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uniform(distance, bandwidth) Uniform kernel.
Parameters:
  • distance: float, distance to kernel origin.
  • bandwidth: float, default=1.0, bandwidth limiter to weight the kernel.
Returns: float.

triangular(distance, bandwidth) Triangular kernel.
Parameters:
  • distance: float, distance to kernel origin.
  • bandwidth: float, default=1.0, bandwidth limiter to weight the kernel.
Returns: float.

epanechnikov(distance, bandwidth) Epanechnikov kernel.
Parameters:
  • distance: float, distance to kernel origin.
  • bandwidth: float, default=1.0, bandwidth limiter to weight the kernel.
Returns: float.

quartic(distance, bandwidth) Quartic kernel.
Parameters:
  • distance: float, distance to kernel origin.
  • bandwidth: float, default=1.0, bandwidth limiter to weight the kernel.
Returns: float.

triweight(distance, bandwidth) Triweight kernel.
Parameters:
  • distance: float, distance to kernel origin.
  • bandwidth: float, default=1.0, bandwidth limiter to weight the kernel.
Returns: float.

tricubic(distance, bandwidth) Tricubic kernel.
Parameters:
  • distance: float, distance to kernel origin.
  • bandwidth: float, default=1.0, bandwidth limiter to weight the kernel.
Returns: float.

gaussian(distance, bandwidth) Gaussian kernel.
Parameters:
  • distance: float, distance to kernel origin.
  • bandwidth: float, default=1.0, bandwidth limiter to weight the kernel.
Returns: float.

cosine(distance, bandwidth) Cosine kernel.
Parameters:
  • distance: float, distance to kernel origin.
  • bandwidth: float, default=1.0, bandwidth limiter to weight the kernel.
Returns: float.

logistic(distance, bandwidth) logistic kernel.
Parameters:
  • distance: float, distance to kernel origin.
  • bandwidth: float, default=1.0, bandwidth limiter to weight the kernel.
Returns: float.

sigmoid(distance, bandwidth) Sigmoid kernel.
Parameters:
  • distance: float, distance to kernel origin.
  • bandwidth: float, default=1.0, bandwidth limiter to weight the kernel.
Returns: float.

select(kernel, distance, bandwidth) Kernel selection method.
Parameters:
  • kernel: string, kernel to select. (options="uniform", "triangle", "epanechnikov", "quartic", "triweight", "tricubic", "gaussian", "cosine", "logistic", "sigmoid")
  • distance: float, distance to kernel origin.
  • bandwidth: float, default=1.0, bandwidth limiter to weight the kernel.
Returns: float.
Pine library

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