linleastsq.h File Reference

#include "Math/VespucciMath.h"
#include "Global/libvespucci.h"

Go to the source code of this file.

Namespaces
	Vespucci
	A namespace for "global" functions, including math functions.
	Vespucci::Math
	A namespace for math functions relating to linear least squares regression.
	Vespucci::Math::LinLeastSq

Functions
VESPUCCI_EXPORT arma::uword	Vespucci::Math::LinLeastSq::IModPoly (const arma::vec &spectrum, const arma::vec &abscissa, arma::vec &baseline, arma::vec &corrected, double &err, const arma::uword poly_order, const arma::uword max_it, const double threshold)
	Vespucci::Math::LinLeastSq::IModPoly Perform the Vancouver Raman Algorithm to correct baseline. More...
double	Vespucci::Math::LinLeastSq::CalcDev (const arma::vec &spectrum, const arma::vec &fit)
	Vespucci::Math::LinLeastSq::CalcDev. More...
arma::uvec	Vespucci::Math::LinLeastSq::NonPeakInd (const arma::vec &spectrum, const double dev)
	Vespucci::Math::LinLeastSq::NonPeakInd. More...
arma::vec	Vespucci::Math::LinLeastSq::CalcPoly (const arma::vec &coefs, const arma::vec &x)
	Vespucci::Math::LinLeastSq::CalcPoly Calculate the values of a polynomial. More...
VESPUCCI_EXPORT arma::mat	Vespucci::Math::LinLeastSq::OrdinaryLeastSquares (const arma::mat &X, const arma::mat &y)
	Vespucci::Math::LinLeastSq::OrdinaryLeastSquares Perform Squares. More...
VESPUCCI_EXPORT arma::mat	Vespucci::Math::LinLeastSq::OrdinaryLeastSquares (const arma::mat &X, const arma::mat &y, arma::mat &coef_errors, arma::mat &predicted)
VESPUCCI_EXPORT arma::vec	Vespucci::Math::LinLeastSq::OrdinaryLeastSquares (const arma::mat &X, const arma::vec &y, arma::vec &fit, std::map< std::string, double > &stats)
VESPUCCI_EXPORT arma::mat	Vespucci::Math::LinLeastSq::Vandermonde (const arma::vec &x, const int poly_order)
	Vespucci::Math::LinLeastSq::Vandermonde Build a Vandermonde matrix for OLS. More...
double	Vespucci::Math::LinLeastSq::CalcErr (const double &dev, const double &prev_dev)
	Vespucci::Math::LinLeastSq::CalcErr Calculate the error criterion. More...
VESPUCCI_EXPORT arma::vec	Vespucci::Math::LinLeastSq::FitGaussian (const arma::vec &x, const arma::vec &y, arma::vec &fit, std::map< std::string, double > &stats)
	Vespucci::Math::LinLeastSq::FitGaussian. More...