randomTukeyDepth.hh File Reference

Implementation of Tukey depth using random directions and/or directions from the center of the cloud to the sample points. More...

#include "npstat/nm/Matrix.hh"
#include "npstat/rng/AbsRandomGenerator.hh"
#include "npstat/stat/randomTukeyDepth.icc"

Go to the source code of this file.

Namespaces
	npstat

Functions
template<typename Real >
void	npstat::randomTukeyDepth1 (const Matrix< Real > &sample, AbsRandomGenerator &rng, const Matrix< double > &covmat, unsigned nRandom, double *depth, unsigned nDepth, bool usePointDirections=false)
template<typename Real1 , typename Real2 >
void	npstat::randomTukeyDepth2 (const Matrix< Real1 > &sample, const Matrix< Real2 > &refSample, AbsRandomGenerator &rng, const Matrix< double > &covmat, unsigned nRandom, double *depth, unsigned nDepth, bool usePointDirections=false)

Detailed Description

Implementation of Tukey depth using random directions and/or directions from the center of the cloud to the sample points.

Author: I. Volobouev

March 2023