Implements a fitter for Gaussian functions. More...

#include <OpenMS/MATH/STATISTICS/GaussFitter.h>

Collaboration diagram for GaussFitter:

Classes
struct	GaussFitResult
	struct of parameters of a Gaussian distribution More...

Public Member Functions
	GaussFitter ()
	Constructor. More...

virtual	~GaussFitter ()
	Destructor. More...

void	setInitialParameters (const GaussFitResult &result)
	sets the initial parameters used by the fit method as initial guess for the Gaussian More...

GaussFitResult	fit (std::vector< DPosition< 2 > > &points) const
	Fits a Gaussian distribution to the given data points. More...

Static Public Member Functions
static std::vector< double >	eval (const std::vector< double > &evaluation_points, const GaussFitResult &model)
	Evaluate the current Gaussian model at the specified points. More...

Protected Attributes
GaussFitResult	init_param_

Private Member Functions
	GaussFitter (const GaussFitter &rhs)
	Copy constructor (not implemented) More...

GaussFitter &	operator= (const GaussFitter &rhs)
	Assignment operator (not implemented) More...

Detailed Description

Implements a fitter for Gaussian functions.

This class fits a Gaussian distribution to a number of data points. The results as well as the initial guess are specified using the struct GaussFitResult.

The complete Gaussian formula with the fitted parameters can be transformed into a gnuplot formula using getGnuplotFormula after fitting.

Constructor & Destructor Documentation

◆ GaussFitter() [1/2]

GaussFitter ( )

Constructor.

◆ ~GaussFitter()

virtual ~GaussFitter ( )

virtual

Destructor.

◆ GaussFitter() [2/2]

GaussFitter ( const GaussFitter & rhs )

private

Copy constructor (not implemented)

Member Function Documentation

◆ eval()

static std::vector<double> eval	(	const std::vector< double > &	evaluation_points,
		const GaussFitResult &	model
	)

static

Evaluate the current Gaussian model at the specified points.

Returns the intensities (i.e. probabilities scaled by the factor 'A') of the PDF at the given positions. This function can be called with any set of parameters, e.g. the initial parameters (to get a 'before-fit' status), or after fitting.

◆ fit()

GaussFitResult fit ( std::vector< DPosition< 2 > > & points ) const

Fits a Gaussian distribution to the given data points.

Parameters

points the data points used for the Gaussian fitting

Exceptions

Exception::UnableToFit is thrown if fitting cannot be performed

◆ operator=()

GaussFitter& operator= ( const GaussFitter & rhs )

private

Assignment operator (not implemented)

◆ setInitialParameters()

void setInitialParameters ( const GaussFitResult & result )

sets the initial parameters used by the fit method as initial guess for the Gaussian

Member Data Documentation

◆ init_param_

GaussFitResult init_param_

protected

Classes

Public Member Functions

Static Public Member Functions

Protected Attributes

Private Member Functions