template<class DerivFunType, class ModelFunType = ROOT::Math::IParamMultiFunction>
class ROOT::Fit::Chi2FCN< DerivFunType, ModelFunType >

Chi2FCN class for binned fits using the least square methods.

Definition at line 46 of file Chi2FCN.h.

Public Types
typedef BasicFCN< DerivFunType, ModelFunType, BinData >	BaseFCN

typedef BaseObjFunction::BaseFunction	BaseFunction

typedef ::ROOT::Math::BasicFitMethodFunction< DerivFunType >	BaseObjFunction

typedef ::ROOT::Math::IParamMultiFunctionTempl< T >	IModelFunction

typedef ModelFunType::BackendType	T

typedef BaseObjFunction::Type_t	Type_t

Public Types inherited from ROOT::Math::BasicFitMethodFunction< DerivFunType >
typedef FunctionType::BaseFunc	BaseFunction

enum	Type_t
	enumeration specifying the possible fit method types More...

Public Member Functions
	Chi2FCN (const BinData &data, const IModelFunction &func, const ::ROOT::EExecutionPolicy &executionPolicy=::ROOT::EExecutionPolicy::kSequential)
	Same Constructor from data set (binned ) and model function cloning the function and the data.

	Chi2FCN (const Chi2FCN &f)
	Copy constructor.

	Chi2FCN (const std::shared_ptr< BinData > &data, const std::shared_ptr< IModelFunction > &func, const ::ROOT::EExecutionPolicy &executionPolicy=::ROOT::EExecutionPolicy::kSequential)
	Constructor from data set (binned ) and model function.

virtual	~Chi2FCN ()
	Destructor (no operations)

virtual BaseFunction *	Clone () const

virtual double	DataElement (const double x, unsigned int i, double g, double *h=nullptr, bool fullHessian=false) const
	i-th chi-square residual

virtual void	Gradient (const double x, double g) const

Chi2FCN &	operator= (const Chi2FCN &rhs)
	Assignment operator.

virtual BaseObjFunction::Type_t	Type () const
	get type of fit method function

Public Member Functions inherited from ROOT::Fit::BasicFCN< DerivFunType, ModelFunType, DataType >
virtual const DataType &	Data () const
	access to const reference to the data

std::shared_ptr< DataType >	DataPtr () const
	access to data pointer

virtual bool	HasHessian () const
	flag to indicate if can compute Hessian

virtual const IModelFunction &	ModelFunction () const
	access to const reference to the model function

std::shared_ptr< IModelFunction >	ModelFunctionPtr () const
	access to function pointer

Public Member Functions inherited from ROOT::Math::BasicFitMethodFunction< DerivFunType >
	BasicFitMethodFunction (int dim, int npoint)

virtual	~BasicFitMethodFunction ()
	Virtual Destructor (no operations)

virtual bool	G2 (const double , double ) const
	Computes the Second derivatives.

virtual bool	Hessian (const double x, double hess) const
	Computes the full Hessian.

bool	IsAGradFCN ()

virtual unsigned int	NCalls () const
	return the total number of function calls (override if needed)

virtual unsigned int	NDim () const
	Number of dimension (parameters) .

virtual unsigned int	NPoints () const
	return the number of data points used in evaluating the function

virtual void	ResetNCalls ()
	reset number of function calls

virtual void	UpdateNCalls () const
	update number of calls

Protected Member Functions
virtual void	SetNFitPoints (unsigned int n) const
	set number of fit points (need to be called in const methods, make it const)

Protected Member Functions inherited from ROOT::Fit::BasicFCN< DerivFunType, ModelFunType, DataType >
	BasicFCN (const std::shared_ptr< DataType > &data, const std::shared_ptr< IModelFunction > &func)
	Constructor from data set and model function.

virtual	~BasicFCN ()
	Destructor (no operations)

void	SetData (const std::shared_ptr< DataType > &data)
	Set the data pointer.

void	SetModelFunction (const std::shared_ptr< IModelFunction > &func)
	Set the function pointer.

Private Member Functions
virtual double	DoDerivative (const double *x, unsigned int icoord) const

virtual double	DoEval (const double *x) const
	Evaluation of the function (required by interface)

Private Attributes
::ROOT::EExecutionPolicy	fExecutionPolicy

std::vector< double >	fGrad
	for derivatives

unsigned int	fNEffPoints
	number of effective points used in the fit

Additional Inherited Members
Static Public Member Functions inherited from ROOT::Math::BasicFitMethodFunction< DerivFunType >
static bool	IsAGradFCN ()
	Static function to indicate if a function is supporting gradient.

Protected Types inherited from ROOT::Fit::BasicFCN< DerivFunType, ModelFunType, DataType >
typedef BaseObjFunction::BaseFunction	BaseFunction

typedef ::ROOT::Math::BasicFitMethodFunction< DerivFunType >	BaseObjFunction

typedef ::ROOT::Math::IParametricGradFunctionMultiDimTempl< T >	IGradModelFunction

typedef ::ROOT::Math::IParamMultiFunctionTempl< T >	IModelFunction

typedef ModelFunType::BackendType	T

Protected Attributes inherited from ROOT::Fit::BasicFCN< DerivFunType, ModelFunType, DataType >
std::shared_ptr< DataType >	fData

std::shared_ptr< IModelFunction >	fFunc

#include <Fit/Chi2FCN.h>

Inheritance diagram for ROOT::Fit::Chi2FCN< DerivFunType, ModelFunType >:

[legend]

Member Typedef Documentation

◆ BaseFCN

template<class DerivFunType , class ModelFunType = ROOT::Math::IParamMultiFunction>

typedef BasicFCN<DerivFunType, ModelFunType, BinData> ROOT::Fit::Chi2FCN< DerivFunType, ModelFunType >::BaseFCN

Definition at line 51 of file Chi2FCN.h.

◆ BaseFunction

template<class DerivFunType , class ModelFunType = ROOT::Math::IParamMultiFunction>

typedef BaseObjFunction::BaseFunction ROOT::Fit::Chi2FCN< DerivFunType, ModelFunType >::BaseFunction

Definition at line 54 of file Chi2FCN.h.

◆ BaseObjFunction

template<class DerivFunType , class ModelFunType = ROOT::Math::IParamMultiFunction>

typedef ::ROOT::Math::BasicFitMethodFunction<DerivFunType> ROOT::Fit::Chi2FCN< DerivFunType, ModelFunType >::BaseObjFunction

Definition at line 53 of file Chi2FCN.h.

◆ IModelFunction

template<class DerivFunType , class ModelFunType = ROOT::Math::IParamMultiFunction>

typedef ::ROOT::Math::IParamMultiFunctionTempl<T> ROOT::Fit::Chi2FCN< DerivFunType, ModelFunType >::IModelFunction

Definition at line 57 of file Chi2FCN.h.

◆ T

template<class DerivFunType , class ModelFunType = ROOT::Math::IParamMultiFunction>

typedef ModelFunType::BackendType ROOT::Fit::Chi2FCN< DerivFunType, ModelFunType >::T

Definition at line 50 of file Chi2FCN.h.

◆ Type_t

template<class DerivFunType , class ModelFunType = ROOT::Math::IParamMultiFunction>

typedef BaseObjFunction::Type_t ROOT::Fit::Chi2FCN< DerivFunType, ModelFunType >::Type_t

Definition at line 58 of file Chi2FCN.h.

Constructor & Destructor Documentation

◆ Chi2FCN() [1/3]

template<class DerivFunType , class ModelFunType = ROOT::Math::IParamMultiFunction>

ROOT::Fit::Chi2FCN< DerivFunType, ModelFunType >::Chi2FCN	(	const std::shared_ptr< BinData > &	data,
		const std::shared_ptr< IModelFunction > &	func,
		const ::ROOT::EExecutionPolicy &	executionPolicy = `::ROOT::EExecutionPolicy::kSequential`
	)

inline

Constructor from data set (binned ) and model function.

Definition at line 63 of file Chi2FCN.h.

◆ Chi2FCN() [2/3]

template<class DerivFunType , class ModelFunType = ROOT::Math::IParamMultiFunction>

ROOT::Fit::Chi2FCN< DerivFunType, ModelFunType >::Chi2FCN	(	const BinData &	data,
		const IModelFunction &	func,
		const ::ROOT::EExecutionPolicy &	executionPolicy = `::ROOT::EExecutionPolicy::kSequential`
	)

inline

Same Constructor from data set (binned ) and model function cloning the function and the data.

Definition at line 73 of file Chi2FCN.h.

◆ ~Chi2FCN()

template<class DerivFunType , class ModelFunType = ROOT::Math::IParamMultiFunction>

virtual ROOT::Fit::Chi2FCN< DerivFunType, ModelFunType >::~Chi2FCN ( )

inlinevirtual

Destructor (no operations)

Definition at line 83 of file Chi2FCN.h.

◆ Chi2FCN() [3/3]

template<class DerivFunType , class ModelFunType = ROOT::Math::IParamMultiFunction>

ROOT::Fit::Chi2FCN< DerivFunType, ModelFunType >::Chi2FCN ( const Chi2FCN< DerivFunType, ModelFunType > & f )

inline

Copy constructor.

Definition at line 87 of file Chi2FCN.h.

Member Function Documentation

◆ Clone()

template<class DerivFunType , class ModelFunType = ROOT::Math::IParamMultiFunction>

virtual BaseFunction * ROOT::Fit::Chi2FCN< DerivFunType, ModelFunType >::Clone ( ) const

inlinevirtual

Definition at line 107 of file Chi2FCN.h.

◆ DataElement()

template<class DerivFunType , class ModelFunType = ROOT::Math::IParamMultiFunction>

virtual double ROOT::Fit::Chi2FCN< DerivFunType, ModelFunType >::DataElement	(	const double *	x,
		unsigned int	i,
		double *	g,
		double *	h = `nullptr`,
		bool	fullHessian = `false`
	)		const

inlinevirtual

i-th chi-square residual

Implements ROOT::Math::BasicFitMethodFunction< DerivFunType >.

Definition at line 117 of file Chi2FCN.h.

◆ DoDerivative()

template<class DerivFunType , class ModelFunType = ROOT::Math::IParamMultiFunction>

virtual double ROOT::Fit::Chi2FCN< DerivFunType, ModelFunType >::DoDerivative	(	const double *	x,
		unsigned int	icoord
	)		const

inlineprivatevirtual

Definition at line 153 of file Chi2FCN.h.

◆ DoEval()

template<class DerivFunType , class ModelFunType = ROOT::Math::IParamMultiFunction>

virtual double ROOT::Fit::Chi2FCN< DerivFunType, ModelFunType >::DoEval ( const double * x ) const

inlineprivatevirtual

Evaluation of the function (required by interface)

Definition at line 144 of file Chi2FCN.h.

◆ Gradient()

template<class DerivFunType , class ModelFunType = ROOT::Math::IParamMultiFunction>

virtual void ROOT::Fit::Chi2FCN< DerivFunType, ModelFunType >::Gradient	(	const double *	x,
		double *	g
	)		const

inlinevirtual

Definition at line 123 of file Chi2FCN.h.

◆ operator=()

template<class DerivFunType , class ModelFunType = ROOT::Math::IParamMultiFunction>

Chi2FCN & ROOT::Fit::Chi2FCN< DerivFunType, ModelFunType >::operator= ( const Chi2FCN< DerivFunType, ModelFunType > & rhs )

inline

Assignment operator.

Definition at line 97 of file Chi2FCN.h.

◆ SetNFitPoints()

template<class DerivFunType , class ModelFunType = ROOT::Math::IParamMultiFunction>

virtual void ROOT::Fit::Chi2FCN< DerivFunType, ModelFunType >::SetNFitPoints ( unsigned int n ) const

inlineprotectedvirtual

set number of fit points (need to be called in const methods, make it const)

Definition at line 137 of file Chi2FCN.h.

◆ Type()

template<class DerivFunType , class ModelFunType = ROOT::Math::IParamMultiFunction>

virtual BaseObjFunction::Type_t ROOT::Fit::Chi2FCN< DerivFunType, ModelFunType >::Type ( ) const

inlinevirtual

get type of fit method function

Reimplemented from ROOT::Math::BasicFitMethodFunction< DerivFunType >.

Definition at line 131 of file Chi2FCN.h.

Member Data Documentation

◆ fExecutionPolicy

template<class DerivFunType , class ModelFunType = ROOT::Math::IParamMultiFunction>

::ROOT::EExecutionPolicy ROOT::Fit::Chi2FCN< DerivFunType, ModelFunType >::fExecutionPolicy

private

Definition at line 162 of file Chi2FCN.h.

◆ fGrad

template<class DerivFunType , class ModelFunType = ROOT::Math::IParamMultiFunction>

std::vector<double> ROOT::Fit::Chi2FCN< DerivFunType, ModelFunType >::fGrad

mutableprivate

for derivatives

Definition at line 161 of file Chi2FCN.h.

◆ fNEffPoints

template<class DerivFunType , class ModelFunType = ROOT::Math::IParamMultiFunction>

unsigned int ROOT::Fit::Chi2FCN< DerivFunType, ModelFunType >::fNEffPoints

mutableprivate

number of effective points used in the fit

Definition at line 159 of file Chi2FCN.h.

math/mathcore/inc/Fit/Chi2FCN.h

Public Types

Public Member Functions

Protected Member Functions

Private Member Functions

Private Attributes

Additional Inherited Members

Member Typedef Documentation

◆ BaseFCN

◆ BaseFunction

◆ BaseObjFunction

◆ IModelFunction

◆ T

◆ Type_t

Constructor & Destructor Documentation

◆ Chi2FCN() [1/3]

◆ Chi2FCN() [2/3]

◆ ~Chi2FCN()

◆ Chi2FCN() [3/3]

Member Function Documentation

◆ Clone()

◆ DataElement()

◆ DoDerivative()

◆ DoEval()

◆ Gradient()

◆ operator=()

◆ SetNFitPoints()

◆ Type()

Member Data Documentation

◆ fExecutionPolicy

◆ fGrad

◆ fNEffPoints