C# Class Accord.Statistics.Distributions.DensityKernels.GaussianKernel

Inheritance: IRadiallySymmetricKernel
Show file Open project: accord-net/framework Class Usage Examples

Public Methods

Method Description
Derivative ( double x ) : double

Computes the derivative of the kernel profile function.
Function ( double x ) : double

Computes the kernel density function.
GaussianKernel ( double constant ) : System

Initializes a new instance of the GaussianKernel class.
GaussianKernel ( int dimension ) : System

Initializes a new instance of the GaussianKernel class.
Profile ( double x ) : double

Computes the kernel profile function.

Method Details

Derivative() public method

Computes the derivative of the kernel profile function.
public Derivative ( double x ) : double
x double The point estimate x.
return double

Function() public method

Computes the kernel density function.
public Function ( double x ) : double
x double The input point.
return double

GaussianKernel() public method

Initializes a new instance of the GaussianKernel class.
public GaussianKernel ( double constant ) : System
constant double The normalization constant to use.
return System

GaussianKernel() public method

Initializes a new instance of the GaussianKernel class.
public GaussianKernel ( int dimension ) : System
dimension int The desired dimension d.
return System

Profile() public method

Computes the kernel profile function.
public Profile ( double x ) : double
x double The squared point estimate x².
return double