CommonTools/Statistics/interface/LinearFitErrorsIn2Coord.h - master - githubmirror/cmssw

CommonTools/Statistics/interface/LinearFitErrorsIn2Coord.h

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03 июн 2019, 06:44

03 июн 2019, 06:446a63925

#ifndef LinearFitErrorsIn2Coord_H
#define LinearFitErrorsIn2Coord_H

#include <vector>

/** Straight line fit for data with errors on both coordinates
   *  source: Numerical Recipes
   */

class LinearFitErrorsIn2Coord {
public:
  /** Approached slope: 
   *  - rescale y and sigy by var(x)/var(y)
   *  - fit a straight line with weights derived from 
   *  the scaled sum sigx^2 + sigy^2
   */
  float slope(const std::vector<float>& x,
              const std::vector<float>& y,
              int ndat,
              const std::vector<float>& sigx,
              const std::vector<float>& sigy) const;

  /** Approached intercept computed with approached slope
   */
  float intercept(const std::vector<float>& x,
                  const std::vector<float>& y,
                  int ndat,
                  const std::vector<float>& sigx,
                  const std::vector<float>& sigy) const;

private:
  float variance(const std::vector<float>& x, int ndat) const;
};

#endif