Covariance Class Reference

#include <Histograms.h>

Public Member Functions
	Covariance ()
double	covariance ()
void	fill (const double &x, const double &y)
double	getN ()

Protected Attributes
int	N_
double	productXY_
double	sumX_
double	sumY_

Detailed Description

This class can be used to compute the covariance between two input variables. The Fill method needs the two input variables. In the end the covariance method computes the covariance as: cov(x,y) = Sum_i(x_i*y_i)/N - x_mean*y_mean. Of course passing the same variable for x and y gives the variance of that variable.

Definition at line 1784 of file Histograms.h.

Constructor & Destructor Documentation

Covariance::Covariance ( )

inline

Definition at line 1787 of file Histograms.h.

               :
    productXY_(0),
    sumX_(0),
    sumY_(0),
    N_(0)
  {}

Member Function Documentation

double Covariance::covariance ( void  )

inline

Definition at line 1799 of file Histograms.h.

References N_, productXY_, sumX_, and sumY_.

Referenced by HCovarianceVSxy::Write().

                      {
    if( N_ != 0 ) {
      double meanX = sumX_/N_;
      double meanY = sumY_/N_;
      // std::cout << "meanX*meanY = "<<meanX<<"*"<<meanY<< " = " << meanX*meanY << std::endl;
      return (productXY_/N_ - meanX*meanY);
    }
    return 0.;
  }

void Covariance::fill ( const double &  x, const double &  y  )

inline

Definition at line 1793 of file Histograms.h.

References N_, productXY_, sumX_, sumY_, vdt::x, and detailsBasic3DVector::y.

Referenced by HCovarianceVSxy::Fill().

                                                {
    productXY_ += x*y;
    sumX_ += x;
    sumY_ += y;
    ++N_;
  }

double Covariance::getN ( )

inline

Definition at line 1808 of file Histograms.h.

References N_.

{return N_;}

Member Data Documentation

int Covariance::N_

protected

Definition at line 1813 of file Histograms.h.

Referenced by covariance(), fill(), and getN().

double Covariance::productXY_

protected

Definition at line 1810 of file Histograms.h.

Referenced by covariance(), and fill().

double Covariance::sumX_

protected

Definition at line 1811 of file Histograms.h.

Referenced by covariance(), and fill().

double Covariance::sumY_

protected

Definition at line 1812 of file Histograms.h.

Referenced by covariance(), and fill().