griddedRobustRegression.hh File Reference

A generic framework for local robust regression on regular grids. More...

#include <utility>
#include "npstat/stat/AbsLossCalculator.hh"
#include "npstat/nm/SimpleFunctors.hh"
#include "npstat/stat/griddedRobustRegression.icc"

Go to the source code of this file.

Namespaces
	npstat

Functions
template<unsigned MaxDim, unsigned MaxReplace>
unsigned long	npstat::griddedRobustRegression (const ArrayND< double > &in, const unsigned *slidingWindowSize, unsigned slidingWindowDim, const AbsLossCalculator< MaxDim, MaxReplace > &lossCalc, const Functor2< bool, LocalLoss, unsigned long > &stopCallback, const Functor1< void, ArrayND< double > > *observationCallback, unsigned observationFrequency, ArrayND< double > *out, std::vector< std::pair< LocalLoss, ReplacementBlock< MaxDim, MaxReplace > > > *replacementHistory, bool verbose=false)

Detailed Description

A generic framework for local robust regression on regular grids.

Author: I. Volobouev

December 2011