kernelSensitivityMatrix.hh File Reference

Calculate kernel sensitivity matrix for KDE-like density estimation. More...

#include "npstat/nm/Matrix.hh"
#include "npstat/nm/AbsIntervalQuadrature1D.hh"
#include "npstat/nm/ContOrthoPoly1D.hh"
#include "npstat/nm/kernelSensitivityMatrix.icc"

Go to the source code of this file.

Namespaces
	npstat

Functions
template<class Fcn2D , class InPoly , class OutPoly >
Matrix< double >	npstat::kernelSensitivityMatrix (const Fcn2D &kernel, const InPoly &inputPoly, unsigned maxdegInputPoly, const OutPoly &outPoly, unsigned maxdegOutPoly, const AbsIntervalQuadrature1D &xIntegrator, const AbsIntervalQuadrature1D &yIntegrator, bool normalizeKernel=true)
template<class Fcn2D , class OutPoly >
Matrix< double >	npstat::kernelSensitivityMatrix (const Fcn2D &kernel, const ContOrthoPoly1D &inputPoly, unsigned maxdegInputPoly, const OutPoly &outPoly, unsigned maxdegOutPoly, const AbsIntervalQuadrature1D &yIntegrator, bool normalizeKernel=true)

Detailed Description

Calculate kernel sensitivity matrix for KDE-like density estimation.

Author: I. Volobouev

November 2022