OpenMS  2.7.0
Classes | Public Member Functions | Protected Attributes | Private Member Functions | List of all members
GumbelMaxLikelihoodFitter Class Reference

Implements a fitter for the Gumbel distribution. More...

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

Collaboration diagram for GumbelMaxLikelihoodFitter:
[legend]

Classes

struct  Functor
 
struct  GumbelDistributionFitResult
 struct to represent the parameters of a gumbel distribution More...
 
struct  GumbelDistributionFunctor
 

Public Member Functions

 GumbelMaxLikelihoodFitter ()
 Default constructor. More...
 
 GumbelMaxLikelihoodFitter (GumbelDistributionFitResult init)
 Default constructor. More...
 
virtual ~GumbelMaxLikelihoodFitter ()
 Destructor. More...
 
void setInitialParameters (const GumbelDistributionFitResult &result)
 sets the gumbel distribution start parameters a and b for the fitting More...
 
GumbelDistributionFitResult fitWeighted (const std::vector< double > &x, const std::vector< double > &w)
 Fits a gumbel distribution to the given data x values. Fills a weighted histogram first and generates y values. More...
 

Protected Attributes

GumbelDistributionFitResult init_param_
 

Private Member Functions

 GumbelMaxLikelihoodFitter (const GumbelMaxLikelihoodFitter &rhs)
 Copy constructor (not implemented) More...
 
GumbelMaxLikelihoodFitteroperator= (const GumbelMaxLikelihoodFitter &rhs)
 assignment operator (not implemented) More...
 

Detailed Description

Implements a fitter for the Gumbel distribution.

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

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

Constructor & Destructor Documentation

◆ GumbelMaxLikelihoodFitter() [1/3]

Default constructor.

◆ GumbelMaxLikelihoodFitter() [2/3]

Default constructor.

◆ ~GumbelMaxLikelihoodFitter()

virtual ~GumbelMaxLikelihoodFitter ( )
virtual

Destructor.

◆ GumbelMaxLikelihoodFitter() [3/3]

Copy constructor (not implemented)

Member Function Documentation

◆ fitWeighted()

GumbelDistributionFitResult fitWeighted ( const std::vector< double > &  x,
const std::vector< double > &  w 
)
inline

Fits a gumbel distribution to the given data x values. Fills a weighted histogram first and generates y values.

Parameters
xInput x values
wInput weights
Exceptions
Exception::UnableToFitis thrown if fitting cannot be performed

◆ operator=()

GumbelMaxLikelihoodFitter& operator= ( const GumbelMaxLikelihoodFitter rhs)
private

assignment operator (not implemented)

◆ setInitialParameters()

void setInitialParameters ( const GumbelDistributionFitResult result)

sets the gumbel distribution start parameters a and b for the fitting

Member Data Documentation

◆ init_param_

GumbelDistributionFitResult init_param_
protected