RooMinimizer is a wrapper class around ROOT::Fit:Fitter that provides a seamless interface between the minimizer functionality and the native RooFit interface.

By default the Minimizer is MINUIT. RooMinimizer can minimize any RooAbsReal function with respect to its parameters. Usual choices for minimization are RooNLLVar and RooChi2Var RooMinimizer has methods corresponding to MINUIT functions like hesse(), migrad(), minos() etc. In each of these function calls the state of the MINUIT engine is synchronized with the state of the RooFit variables: any change in variables, change in the constant status etc is forwarded to MINUIT prior to execution of the MINUIT call. Afterwards the RooFit objects are resynchronized with the output state of MINUIT: changes parameter values, errors are propagated. Various methods are available to control verbosity, profiling, automatic PDF optimization.

Definition at line 38 of file RooMinimizer.h.

Public Types
enum	PrintLevel { None =-1 , Reduced =0 , Normal =1 , ExtraForProblem =2 , Maximum =3 }

enum	Strategy { Speed =0 , Balance =1 , Robustness =2 }

Public Types inherited from TObject
enum	{ kIsOnHeap = 0x01000000 , kNotDeleted = 0x02000000 , kZombie = 0x04000000 , kInconsistent = 0x08000000 , kBitMask = 0x00ffffff }

enum	{ kSingleKey = BIT(0) , kOverwrite = BIT(1) , kWriteDelete = BIT(2) }

enum	EDeprecatedStatusBits { kObjInCanvas = BIT(3) }

enum	EStatusBits { kCanDelete = BIT(0) , kMustCleanup = BIT(3) , kIsReferenced = BIT(4) , kHasUUID = BIT(5) , kCannotPick = BIT(6) , kNoContextMenu = BIT(8) , kInvalidObject = BIT(13) }

Public Member Functions
	RooMinimizer (RooAbsReal &function)
	Construct MINUIT interface to given function. More...

virtual	~RooMinimizer ()
	Destructor. More...

RooPlot *	contour (RooRealVar &var1, RooRealVar &var2, Double_t n1=1, Double_t n2=2, Double_t n3=0, Double_t n4=0, Double_t n5=0, Double_t n6=0, unsigned int npoints=50)
	Create and draw a TH2 with the error contours in the parameters `var1` and `var2`. More...

Int_t	evalCounter () const

RooFitResult *	fit (const char *options)
	Parse traditional RooAbsPdf::fitTo driver options. More...

ROOT::Fit::Fitter *	fitter ()
	Return underlying ROOT fitter object. More...

const ROOT::Fit::Fitter *	fitter () const
	Return underlying ROOT fitter object. More...

Int_t	hesse ()
	Execute HESSE. More...

Int_t	improve ()
	Execute IMPROVE. More...

Int_t	migrad ()
	Execute MIGRAD. More...

Int_t	minimize (const char type, const char alg=0)
	Minimise the function passed in the constructor. More...

Int_t	minos ()
	Execute MINOS. More...

Int_t	minos (const RooArgSet &minosParamList)
	Execute MINOS for given list of parameters. More...

void	optimizeConst (Int_t flag)
	If flag is true, perform constant term optimization on function being minimized. More...

RooFitResult *	save (const char name=0, const char title=0)
	Save and return a RooFitResult snaphot of current minimizer status. More...

void	saveStatus (const char *label, Int_t status)

Int_t	seek ()
	Execute SEEK. More...

void	setEps (Double_t eps)
	Change MINUIT epsilon. More...

void	setErrorLevel (Double_t level)
	Set the level for MINUIT error analysis to the given value. More...

void	setEvalErrorWall (Bool_t flag)

Bool_t	setLogFile (const char *logf=0)

void	setMaxFunctionCalls (Int_t n)
	Change maximum number of likelihood function calss from MINUIT (RooMinimizer default 500 * #parameters) More...

void	setMaxIterations (Int_t n)
	Change maximum number of MINUIT iterations (RooMinimizer default 500 * #parameters) More...

void	setMinimizerType (const char *type)
	Choose the minimiser algorithm. More...

void	setOffsetting (Bool_t flag)
	Enable internal likelihood offsetting for enhanced numeric precision. More...

void	setPrintEvalErrors (Int_t numEvalErrors)

Int_t	setPrintLevel (Int_t newLevel)
	Change the MINUIT internal printing level. More...

void	setProfile (Bool_t flag=kTRUE)

void	setStrategy (Int_t strat)
	Change MINUIT strategy to istrat. More...

void	setVerbose (Bool_t flag=kTRUE)

Int_t	simplex ()
	Execute SIMPLEX. More...

void	zeroEvalCount ()

Public Member Functions inherited from TObject
	TObject ()
	TObject constructor. More...

	TObject (const TObject &object)
	TObject copy ctor. More...

virtual	~TObject ()
	TObject destructor. More...

void	AbstractMethod (const char *method) const
	Use this method to implement an "abstract" method that you don't want to leave purely abstract. More...

virtual void	AppendPad (Option_t *option="")
	Append graphics object to current pad. More...

virtual void	Browse (TBrowser *b)
	Browse object. May be overridden for another default action. More...

ULong_t	CheckedHash ()
	Check and record whether this class has a consistent Hash/RecursiveRemove setup (*) and then return the regular Hash value for this object. More...

virtual const char *	ClassName () const
	Returns name of class to which the object belongs. More...

virtual void	Clear (Option_t *="")

virtual TObject *	Clone (const char *newname="") const
	Make a clone of an object using the Streamer facility. More...

virtual Int_t	Compare (const TObject *obj) const
	Compare abstract method. More...

virtual void	Copy (TObject &object) const
	Copy this to obj. More...

virtual void	Delete (Option_t *option="")
	Delete this object. More...

virtual Int_t	DistancetoPrimitive (Int_t px, Int_t py)
	Computes distance from point (px,py) to the object. More...

virtual void	Draw (Option_t *option="")
	Default Draw method for all objects. More...

virtual void	DrawClass () const
	Draw class inheritance tree of the class to which this object belongs. More...

virtual TObject *	DrawClone (Option_t *option="") const
	Draw a clone of this object in the current selected pad for instance with: `gROOT->SetSelectedPad(gPad)`. More...

virtual void	Dump () const
	Dump contents of object on stdout. More...

virtual void	Error (const char method, const char msgfmt,...) const
	Issue error message. More...

virtual void	Execute (const char method, const char params, Int_t *error=0)
	Execute method on this object with the given parameter string, e.g. More...

virtual void	Execute (TMethod method, TObjArray params, Int_t *error=0)
	Execute method on this object with parameters stored in the TObjArray. More...

virtual void	ExecuteEvent (Int_t event, Int_t px, Int_t py)
	Execute action corresponding to an event at (px,py). More...

virtual void	Fatal (const char method, const char msgfmt,...) const
	Issue fatal error message. More...

virtual TObject *	FindObject (const char *name) const
	Must be redefined in derived classes. More...

virtual TObject *	FindObject (const TObject *obj) const
	Must be redefined in derived classes. More...

virtual Option_t *	GetDrawOption () const
	Get option used by the graphics system to draw this object. More...

virtual const char *	GetIconName () const
	Returns mime type name of object. More...

virtual const char *	GetName () const
	Returns name of object. More...

virtual char *	GetObjectInfo (Int_t px, Int_t py) const
	Returns string containing info about the object at position (px,py). More...

virtual Option_t *	GetOption () const

virtual const char *	GetTitle () const
	Returns title of object. More...

virtual UInt_t	GetUniqueID () const
	Return the unique object id. More...

virtual Bool_t	HandleTimer (TTimer *timer)
	Execute action in response of a timer timing out. More...

virtual ULong_t	Hash () const
	Return hash value for this object. More...

Bool_t	HasInconsistentHash () const
	Return true is the type of this object is known to have an inconsistent setup for Hash and RecursiveRemove (i.e. More...

virtual void	Info (const char method, const char msgfmt,...) const
	Issue info message. More...

virtual Bool_t	InheritsFrom (const char *classname) const
	Returns kTRUE if object inherits from class "classname". More...

virtual Bool_t	InheritsFrom (const TClass *cl) const
	Returns kTRUE if object inherits from TClass cl. More...

virtual void	Inspect () const
	Dump contents of this object in a graphics canvas. More...

void	InvertBit (UInt_t f)

virtual Bool_t	IsEqual (const TObject *obj) const
	Default equal comparison (objects are equal if they have the same address in memory). More...

virtual Bool_t	IsFolder () const
	Returns kTRUE in case object contains browsable objects (like containers or lists of other objects). More...

R__ALWAYS_INLINE Bool_t	IsOnHeap () const

virtual Bool_t	IsSortable () const

R__ALWAYS_INLINE Bool_t	IsZombie () const

virtual void	ls (Option_t *option="") const
	The ls function lists the contents of a class on stdout. More...

void	MayNotUse (const char *method) const
	Use this method to signal that a method (defined in a base class) may not be called in a derived class (in principle against good design since a child class should not provide less functionality than its parent, however, sometimes it is necessary). More...

virtual Bool_t	Notify ()
	This method must be overridden to handle object notification. More...

void	Obsolete (const char method, const char asOfVers, const char *removedFromVers) const
	Use this method to declare a method obsolete. More...

void	operator delete (void *ptr)
	Operator delete. More...

void	operator delete[] (void *ptr)
	Operator delete []. More...

void *	operator new (size_t sz)

void *	operator new (size_t sz, void *vp)

void *	operator new[] (size_t sz)

void *	operator new[] (size_t sz, void *vp)

TObject &	operator= (const TObject &rhs)
	TObject assignment operator. More...

virtual void	Paint (Option_t *option="")
	This method must be overridden if a class wants to paint itself. More...

virtual void	Pop ()
	Pop on object drawn in a pad to the top of the display list. More...

virtual void	Print (Option_t *option="") const
	This method must be overridden when a class wants to print itself. More...

virtual Int_t	Read (const char *name)
	Read contents of object with specified name from the current directory. More...

virtual void	RecursiveRemove (TObject *obj)
	Recursively remove this object from a list. More...

void	ResetBit (UInt_t f)

virtual void	SaveAs (const char filename="", Option_t option="") const
	Save this object in the file specified by filename. More...

virtual void	SavePrimitive (std::ostream &out, Option_t *option="")
	Save a primitive as a C++ statement(s) on output stream "out". More...

void	SetBit (UInt_t f)

void	SetBit (UInt_t f, Bool_t set)
	Set or unset the user status bits as specified in f. More...

virtual void	SetDrawOption (Option_t *option="")
	Set drawing option for object. More...

virtual void	SetUniqueID (UInt_t uid)
	Set the unique object id. More...

virtual void	SysError (const char method, const char msgfmt,...) const
	Issue system error message. More...

R__ALWAYS_INLINE Bool_t	TestBit (UInt_t f) const

Int_t	TestBits (UInt_t f) const

virtual void	UseCurrentStyle ()
	Set current style settings in this object This function is called when either TCanvas::UseCurrentStyle or TROOT::ForceStyle have been invoked. More...

virtual void	Warning (const char method, const char msgfmt,...) const
	Issue warning message. More...

virtual Int_t	Write (const char *name=0, Int_t option=0, Int_t bufsize=0)
	Write this object to the current directory. More...

virtual Int_t	Write (const char *name=0, Int_t option=0, Int_t bufsize=0) const
	Write this object to the current directory. More...

Static Public Member Functions
static void	cleanup ()
	Cleanup method called by atexit handler installed by RooSentinel to delete all global heap objects when the program is terminated. More...

static RooFitResult *	lastMinuitFit (const RooArgList &varList=RooArgList())

Static Public Member Functions inherited from TObject
static Long_t	GetDtorOnly ()
	Return destructor only flag. More...

static Bool_t	GetObjectStat ()
	Get status of object stat flag. More...

static void	SetDtorOnly (void *obj)
	Set destructor only flag. More...

static void	SetObjectStat (Bool_t stat)
	Turn on/off tracking of objects in the TObjectTable. More...

Protected Member Functions
void	applyCovarianceMatrix (TMatrixDSym &V)
	Apply results of given external covariance matrix. More...

RooMinimizerFcn *	fitterFcn ()

const RooMinimizerFcn *	fitterFcn () const

Int_t	getNPar () const

std::ofstream *	logfile ()

Double_t &	maxFCN ()

void	profileStart ()
	Start profiling timer. More...

void	profileStop ()
	Stop profiling timer and report results of last session. More...

Protected Member Functions inherited from TObject
virtual void	DoError (int level, const char location, const char fmt, va_list va) const
	Interface to ErrorHandler (protected). More...

void	MakeZombie ()

Private Member Functions
	RooMinimizer (const RooMinimizer &)

Private Attributes
TStopwatch	_cumulTimer

TMatrixDSym *	_extV

RooMinimizerFcn *	_fcn

RooAbsReal *	_func

std::string	_minimizerType

Bool_t	_optConst

Int_t	_printLevel

Bool_t	_profile

Bool_t	_profileStart

Int_t	_status

std::vector< std::pair< std::string, int > >	_statusHistory

TStopwatch	_timer

Bool_t	_verbose

Static Private Attributes
static ROOT::Fit::Fitter *	_theFitter = 0

Friends
class	RooAbsPdf

Additional Inherited Members
Protected Types inherited from TObject
enum	{ kOnlyPrepStep = BIT(3) }

#include <RooMinimizer.h>

Inheritance diagram for RooMinimizer:

[legend]

Member Enumeration Documentation

◆ PrintLevel

enum RooMinimizer::PrintLevel

Enumerator
None
Reduced
Normal
ExtraForProblem
Maximum

Definition at line 45 of file RooMinimizer.h.

◆ Strategy

enum RooMinimizer::Strategy

Enumerator
Speed
Balance
Robustness

Definition at line 44 of file RooMinimizer.h.

Constructor & Destructor Documentation

◆ RooMinimizer() [1/2]

RooMinimizer::RooMinimizer ( RooAbsReal & function )

Construct MINUIT interface to given function.

Function can be anything, but is typically a -log(likelihood) implemented by RooNLLVar or a chi^2 (implemented by RooChi2Var). Other frequent use cases are a RooAddition of a RooNLLVar plus a penalty or constraint term. This class propagates all RooFit information (floating parameters, their values and errors) to MINUIT before each MINUIT call and propagates all MINUIT information back to the RooFit object at the end of each call (updated parameter values, their (asymmetric errors) etc. The default MINUIT error level for HESSE and MINOS error analysis is taken from the defaultErrorLevel() value of the input function.

Definition at line 112 of file RooMinimizer.cxx.

◆ ~RooMinimizer()

RooMinimizer::~RooMinimizer ( )

virtual

Destructor.

Definition at line 158 of file RooMinimizer.cxx.

◆ RooMinimizer() [2/2]

RooMinimizer::RooMinimizer ( const RooMinimizer & )

private

Member Function Documentation

◆ applyCovarianceMatrix()

void RooMinimizer::applyCovarianceMatrix ( TMatrixDSym & V )

protected

Apply results of given external covariance matrix.

i.e. propagate its errors to all RRV parameter representations and give this matrix instead of the HESSE matrix at the next save() call

Definition at line 843 of file RooMinimizer.cxx.

◆ cleanup()

void RooMinimizer::cleanup ( )

static

Cleanup method called by atexit handler installed by RooSentinel to delete all global heap objects when the program is terminated.

Definition at line 90 of file RooMinimizer.cxx.

◆ contour()

RooPlot * RooMinimizer::contour	(	RooRealVar &	var1,
		RooRealVar &	var2,
		Double_t	n1 = `1`,
		Double_t	n2 = `2`,
		Double_t	n3 = `0`,
		Double_t	n4 = `0`,
		Double_t	n5 = `0`,
		Double_t	n6 = `0`,
		unsigned int	npoints = `50`
	)

Create and draw a TH2 with the error contours in the parameters var1 and var2.

Parameters

[in]	var1	The first parameter (x axis).
[in]	var2	The second parameter (y axis).
[in]	n1	First contour.
[in]	n2	Optional contour. 0 means don't draw.
[in]	n3	Optional contour. 0 means don't draw.
[in]	n4	Optional contour. 0 means don't draw.
[in]	n5	Optional contour. 0 means don't draw.
[in]	n6	Optional contour. 0 means don't draw.
[in]	npoints	Number of points for evaluating the contour.

Up to six contours can be drawn using the arguments n1 to n6 to request the desired coverage in units of \( \sigma = n^2 \cdot \mathrm{ErrorDef} \). See ROOT::Math::Minimizer::ErrorDef().

Definition at line 712 of file RooMinimizer.cxx.

◆ evalCounter()

Int_t RooMinimizer::evalCounter ( ) const

inline

Definition at line 85 of file RooMinimizer.h.

◆ fit()

RooFitResult * RooMinimizer::fit ( const char * options )

Parse traditional RooAbsPdf::fitTo driver options.

m - Run Migrad only h - Run Hesse to estimate errors v - Verbose mode l - Log parameters after each Minuit steps to file t - Activate profile timer r - Save fit result 0 - Run Migrad with strategy 0

Definition at line 285 of file RooMinimizer.cxx.

◆ fitter() [1/2]

ROOT::Fit::Fitter * RooMinimizer::fitter ( )

Return underlying ROOT fitter object.

Definition at line 258 of file RooMinimizer.cxx.

◆ fitter() [2/2]

const ROOT::Fit::Fitter * RooMinimizer::fitter ( ) const

Return underlying ROOT fitter object.

Definition at line 267 of file RooMinimizer.cxx.

◆ fitterFcn() [1/2]

RooMinimizerFcn * RooMinimizer::fitterFcn ( )

inlineprotected

Definition at line 104 of file RooMinimizer.h.

◆ fitterFcn() [2/2]

const RooMinimizerFcn * RooMinimizer::fitterFcn ( ) const

inlineprotected

Definition at line 103 of file RooMinimizer.h.

◆ getNPar()

Int_t RooMinimizer::getNPar ( ) const

inlineprotected

Definition at line 99 of file RooMinimizer.h.

◆ hesse()

Int_t RooMinimizer::hesse ( )

Execute HESSE.

Changes in parameter values and calculated errors are automatically propagated back the RooRealVars representing the floating parameters in the MINUIT operation.

Definition at line 375 of file RooMinimizer.cxx.

◆ improve()

Int_t RooMinimizer::improve ( )

Execute IMPROVE.

Changes in parameter values and calculated errors are automatically propagated back the RooRealVars representing the floating parameters in the MINUIT operation.

Definition at line 567 of file RooMinimizer.cxx.

◆ lastMinuitFit()

RooFitResult * RooMinimizer::lastMinuitFit ( const RooArgList & varList = RooArgList() )

static

Definition at line 852 of file RooMinimizer.cxx.

◆ logfile()

std::ofstream * RooMinimizer::logfile ( )

inlineprotected

Definition at line 100 of file RooMinimizer.h.

◆ maxFCN()

Double_t & RooMinimizer::maxFCN ( )

inlineprotected

Definition at line 101 of file RooMinimizer.h.

◆ migrad()

Int_t RooMinimizer::migrad ( )

Execute MIGRAD.

Changes in parameter values and calculated errors are automatically propagated back the RooRealVars representing the floating parameters in the MINUIT operation.

Definition at line 346 of file RooMinimizer.cxx.

◆ minimize()

Int_t RooMinimizer::minimize	(	const char *	type,
		const char *	alg = `0`
	)

Minimise the function passed in the constructor.

Parameters

[in] type Type of fitter to use, e.g. "Minuit" "Minuit2".

Attention: This overrides the default fitter of this RooMinimizer.

Parameters

[in] alg Fit algorithm to use. (Optional)

Definition at line 314 of file RooMinimizer.cxx.

◆ minos() [1/2]

Int_t RooMinimizer::minos ( )

Execute MINOS.

Changes in parameter values and calculated errors are automatically propagated back the RooRealVars representing the floating parameters in the MINUIT operation.

Definition at line 412 of file RooMinimizer.cxx.

◆ minos() [2/2]

Int_t RooMinimizer::minos ( const RooArgSet & minosParamList )

Execute MINOS for given list of parameters.

Changes in parameter values and calculated errors are automatically propagated back the RooRealVars representing the floating parameters in the MINUIT operation.

Definition at line 450 of file RooMinimizer.cxx.

◆ optimizeConst()

void RooMinimizer::optimizeConst ( Int_t flag )

If flag is true, perform constant term optimization on function being minimized.

Definition at line 605 of file RooMinimizer.cxx.

◆ profileStart()

void RooMinimizer::profileStart ( )

protected

Start profiling timer.

Definition at line 811 of file RooMinimizer.cxx.

◆ profileStop()

void RooMinimizer::profileStop ( )

protected

Stop profiling timer and report results of last session.

Definition at line 824 of file RooMinimizer.cxx.

◆ save()

RooFitResult * RooMinimizer::save	(	const char *	userName = `0`,
		const char *	userTitle = `0`
	)

Save and return a RooFitResult snaphot of current minimizer status.

This snapshot contains the values of all constant parameters, the value of all floating parameters at RooMinimizer construction and after the last MINUIT operation, the MINUIT status, variance quality, EDM setting, number of calls with evaluation problems, the minimized function value and the full correlation matrix

Definition at line 637 of file RooMinimizer.cxx.

◆ saveStatus()

void RooMinimizer::saveStatus	(	const char *	label,
		Int_t	status
	)

inline

Definition at line 83 of file RooMinimizer.h.

◆ seek()

Int_t RooMinimizer::seek ( )

Execute SEEK.

Changes in parameter values and calculated errors are automatically propagated back the RooRealVars representing the floating parameters in the MINUIT operation.

Definition at line 509 of file RooMinimizer.cxx.

◆ setEps()

void RooMinimizer::setEps ( Double_t eps )

Change MINUIT epsilon.

Definition at line 227 of file RooMinimizer.cxx.

◆ setErrorLevel()

void RooMinimizer::setErrorLevel ( Double_t level )

Set the level for MINUIT error analysis to the given value.

This function overrides the default value that is taken in the RooMinimizer constructor from the defaultErrorLevel() method of the input function

Definition at line 216 of file RooMinimizer.cxx.

◆ setEvalErrorWall()

void RooMinimizer::setEvalErrorWall ( Bool_t flag )

inline

Definition at line 50 of file RooMinimizer.h.

◆ setLogFile()

Bool_t RooMinimizer::setLogFile ( const char * logf = 0 )

inline

Definition at line 76 of file RooMinimizer.h.

◆ setMaxFunctionCalls()

void RooMinimizer::setMaxFunctionCalls ( Int_t n )

Change maximum number of likelihood function calss from MINUIT (RooMinimizer default 500 * #parameters)

Definition at line 202 of file RooMinimizer.cxx.

◆ setMaxIterations()

void RooMinimizer::setMaxIterations ( Int_t n )

Change maximum number of MINUIT iterations (RooMinimizer default 500 * #parameters)

Definition at line 190 of file RooMinimizer.cxx.

◆ setMinimizerType()

void RooMinimizer::setMinimizerType ( const char * type )

Choose the minimiser algorithm.

Definition at line 247 of file RooMinimizer.cxx.

◆ setOffsetting()

void RooMinimizer::setOffsetting ( Bool_t flag )

Enable internal likelihood offsetting for enhanced numeric precision.

Definition at line 237 of file RooMinimizer.cxx.

◆ setPrintEvalErrors()

void RooMinimizer::setPrintEvalErrors ( Int_t numEvalErrors )

inline

Definition at line 73 of file RooMinimizer.h.

◆ setPrintLevel()

Int_t RooMinimizer::setPrintLevel ( Int_t newLevel )

Change the MINUIT internal printing level.

Definition at line 593 of file RooMinimizer.cxx.

◆ setProfile()

void RooMinimizer::setProfile ( Bool_t flag = kTRUE )

inline

Definition at line 75 of file RooMinimizer.h.

◆ setStrategy()

void RooMinimizer::setStrategy ( Int_t istrat )

Change MINUIT strategy to istrat.

Accepted codes are 0,1,2 and represent MINUIT strategies for dealing most efficiently with fast FCNs (0), expensive FCNs (2) and 'intermediate' FCNs (1)

Definition at line 178 of file RooMinimizer.cxx.

◆ setVerbose()

void RooMinimizer::setVerbose ( Bool_t flag = kTRUE )

inline

Definition at line 74 of file RooMinimizer.h.

◆ simplex()

Int_t RooMinimizer::simplex ( )

Execute SIMPLEX.

Changes in parameter values and calculated errors are automatically propagated back the RooRealVars representing the floating parameters in the MINUIT operation.

Definition at line 538 of file RooMinimizer.cxx.

◆ zeroEvalCount()

void RooMinimizer::zeroEvalCount ( )

inline

Definition at line 86 of file RooMinimizer.h.

Friends And Related Function Documentation

◆ RooAbsPdf

friend class RooAbsPdf

friend

Definition at line 93 of file RooMinimizer.h.

Member Data Documentation

◆ _cumulTimer

TStopwatch RooMinimizer::_cumulTimer

private

Definition at line 116 of file RooMinimizer.h.

◆ _extV

TMatrixDSym* RooMinimizer::_extV

private

Definition at line 119 of file RooMinimizer.h.

◆ _fcn

RooMinimizerFcn* RooMinimizer::_fcn

private

Definition at line 121 of file RooMinimizer.h.

◆ _func

RooAbsReal* RooMinimizer::_func

private

Definition at line 112 of file RooMinimizer.h.

◆ _minimizerType

std::string RooMinimizer::_minimizerType

private

Definition at line 122 of file RooMinimizer.h.

◆ _optConst

Bool_t RooMinimizer::_optConst

private

Definition at line 110 of file RooMinimizer.h.

◆ _printLevel

Int_t RooMinimizer::_printLevel

private

Definition at line 108 of file RooMinimizer.h.

◆ _profile

Bool_t RooMinimizer::_profile

private

Definition at line 111 of file RooMinimizer.h.

◆ _profileStart

Bool_t RooMinimizer::_profileStart

private

Definition at line 117 of file RooMinimizer.h.

◆ _status

Int_t RooMinimizer::_status

private

Definition at line 109 of file RooMinimizer.h.

◆ _statusHistory

std::vector<std::pair<std::string,int> > RooMinimizer::_statusHistory

private

Definition at line 126 of file RooMinimizer.h.

◆ _theFitter

ROOT::Fit::Fitter * RooMinimizer::_theFitter = 0

staticprivate

Definition at line 124 of file RooMinimizer.h.

◆ _timer

TStopwatch RooMinimizer::_timer

private

Definition at line 115 of file RooMinimizer.h.

◆ _verbose

Bool_t RooMinimizer::_verbose

private

Definition at line 114 of file RooMinimizer.h.

Libraries for RooMinimizer:

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Public Types

Public Member Functions

Static Public Member Functions

Protected Member Functions

Private Member Functions

Private Attributes

Static Private Attributes

Friends

Additional Inherited Members

Member Enumeration Documentation

◆ PrintLevel

◆ Strategy

Constructor & Destructor Documentation

◆ RooMinimizer() [1/2]

◆ ~RooMinimizer()

◆ RooMinimizer() [2/2]

Member Function Documentation

◆ applyCovarianceMatrix()

◆ cleanup()

◆ contour()

◆ evalCounter()

◆ fit()

◆ fitter() [1/2]

◆ fitter() [2/2]

◆ fitterFcn() [1/2]

◆ fitterFcn() [2/2]

◆ getNPar()

◆ hesse()

◆ improve()

◆ lastMinuitFit()

◆ logfile()

◆ maxFCN()

◆ migrad()

◆ minimize()

◆ minos() [1/2]

◆ minos() [2/2]

◆ optimizeConst()

◆ profileStart()

◆ profileStop()

◆ save()

◆ saveStatus()

◆ seek()

◆ setEps()

◆ setErrorLevel()

◆ setEvalErrorWall()

◆ setLogFile()

◆ setMaxFunctionCalls()

◆ setMaxIterations()

◆ setMinimizerType()

◆ setOffsetting()

◆ setPrintEvalErrors()

◆ setPrintLevel()

◆ setProfile()

◆ setStrategy()

◆ setVerbose()

◆ simplex()

◆ zeroEvalCount()

Friends And Related Function Documentation

◆ RooAbsPdf

Member Data Documentation

◆ _cumulTimer

◆ _extV

◆ _fcn

◆ _func

◆ _minimizerType

◆ _optConst

◆ _printLevel

◆ _profile

◆ _profileStart

◆ _status

◆ _statusHistory

◆ _theFitter

◆ _timer

◆ _verbose