ModelConfig is a simple class that holds configuration information specifying how a model should be used in the context of various RooStats tools.

A single model can be used in different ways, and this class should carry all that is needed to specify how it should be used. ModelConfig requires a workspace to be set.

A ModelConfig holds sets of parameters of the likelihood function that have different interpretations:

Parameter of interest Parameters that are measured (i.e. fitted).
Nuisance parameters Parameters that are fitted, but their post-fit value is not interesting. Often, they might be constrained because external knowledge about them exists, e.g. from external measurements.
Constraint parameters No direct use in RooFit/RooStats. Can be used by the user for bookkeeping.
Observables Parameters that have been measured externally, i.e. they exist in a dataset. These are not fitted, but read during fitting from the entries of a dataset.
Conditional observables Observables that are not integrated when the normalisation of the PDF is calculated. See e.g. rf306_condpereventerrors in the RooFit tutorials.
Global observables Observables that to the fit look like "constant" values, i.e. they are not being fitted and they are not loaded from a dataset, but some knowledge exists that allows to set them to a specific value. Examples: – A signal efficiency measured in a Monte Carlo study. – When constraining a parameter \( b \), the target value ( \( b_0 \)) that this parameter is constrained to:
\[ \mathrm{Constraint}_b = \mathrm{Gauss}(b_0 \, | \, b, 0.2) \]
External constraints Include given external constraints to likelihood by multiplying them with the original likelihood.

Definition at line 35 of file ModelConfig.h.

Public Member Functions
	ModelConfig (const char name, const char title, RooWorkspace *ws=nullptr)

	ModelConfig (const char name, RooWorkspace ws=nullptr)

	ModelConfig (RooWorkspace *ws=nullptr)

ModelConfig *	Clone (const char *name="") const override
	clone

template<typename... CmdArgs_t>
std::unique_ptr< RooAbsReal >	createNLL (RooAbsData &data, CmdArgs_t const &...cmdArgs) const
	Wrapper around RooAbsPdf::createNLL(), where the pdf and some configuration options are retrieved from the ModelConfig.

template<typename... CmdArgs_t>
std::unique_ptr< RooFitResult >	fitTo (RooAbsData &data, CmdArgs_t const &...cmdArgs)
	Wrapper around RooAbsPdf::fitTo(), where the pdf and some configuration options are retrieved from the ModelConfig.

const RooArgSet *	GetConditionalObservables () const
	get RooArgSet for conditional observables (return nullptr if not existing)

const RooArgSet *	GetConstraintParameters () const
	get RooArgSet containing the constraint parameters (return nullptr if not existing)

const RooArgSet *	GetExternalConstraints () const
	get RooArgSet for global observables (return nullptr if not existing)

const RooArgSet *	GetGlobalObservables () const
	get RooArgSet for global observables (return nullptr if not existing)

const RooArgSet *	GetNuisanceParameters () const
	get RooArgSet containing the nuisance parameters (return nullptr if not existing)

const RooArgSet *	GetObservables () const
	get RooArgSet for observables (return nullptr if not existing)

const RooArgSet *	GetParametersOfInterest () const
	get RooArgSet containing the parameter of interest (return nullptr if not existing)

RooAbsPdf *	GetPdf () const
	get model PDF (return nullptr if pdf has not been specified or does not exist)

RooAbsPdf *	GetPriorPdf () const
	get parameters prior pdf (return nullptr if not existing)

RooAbsData *	GetProtoData () const
	get Proto data set (return nullptr if not existing)

const RooArgSet *	GetSnapshot () const
	get RooArgSet for parameters for a particular hypothesis (return nullptr if not existing)

RooWorkspace *	GetWorkspace () const
	alias for GetWS()

RooWorkspace *	GetWS () const override
	get from TRef

void	GuessObsAndNuisance (const RooAbsData &data, bool printModelConfig=true)
	Makes sensible guesses of observables, parameters of interest and nuisance parameters if one or multiple have been set by the creator of this ModelConfig.

TClass *	IsA () const override

void	LoadSnapshot () const
	load the snapshot from ws if it exists

void	Print (Option_t *option="") const override
	overload the print method

void	ReplaceWS (RooWorkspace *ws) override
	Remove the existing reference to a workspace and replace it with this new one.

virtual void	SetConditionalObservables (const char *argList)
	Specify the conditional observables through a comma-separated list of arguments already in the workspace.

virtual void	SetConditionalObservables (const RooArgSet &set)
	Specify the conditional observables.

virtual void	SetConstraintParameters (const char *argList)
	Specify the constraint parameters through a comma-separated list of arguments already in the workspace.

virtual void	SetConstraintParameters (const RooArgSet &set)
	Specify the constraint parameters.

virtual void	SetExternalConstraints (const char *argList)
	Specify the external constraints through a comma-separated list of arguments already in the workspace.

void	SetExternalConstraints (const RooArgSet &set)
	Specify the external constraints.

virtual void	SetGlobalObservables (const char *argList)
	Specify the global observables through a comma-separated list of arguments already in the workspace.

virtual void	SetGlobalObservables (const RooArgSet &set)
	Specify the global observables.

virtual void	SetNuisanceParameters (const char *argList)
	Specify the nuisance parameters using a comma-separated list of arguments already in the workspace.

virtual void	SetNuisanceParameters (const RooArgSet &set)
	Specify the nuisance parameters (parameters that are not POI).

virtual void	SetObservables (const char *argList)
	specify the observables through a comma-separated list of arguments already in the workspace.

virtual void	SetObservables (const RooArgSet &set)
	Specify the observables.

virtual void	SetParameters (const char *argList)
	Specify parameters using a list of comma-separated list of arguments already in the workspace.

virtual void	SetParameters (const RooArgSet &set)
	Specify parameters of the PDF.

virtual void	SetParametersOfInterest (const char *argList)
	Specify parameters of interest using a comma-separated list of arguments already in the workspace.

virtual void	SetParametersOfInterest (const RooArgSet &set)
	Specify parameters of interest.

virtual void	SetPdf (const char *name)
	Specify the name of the PDF in the workspace to be used.

virtual void	SetPdf (const RooAbsPdf &pdf)
	Set the Pdf, add to the workspace if not already there.

virtual void	SetPriorPdf (const char *name)
	Specify the name of the PDF in the workspace to be used.

virtual void	SetPriorPdf (const RooAbsPdf &pdf)
	Set the Prior Pdf, add to the workspace if not already there.

virtual void	SetProtoData (const char *name)
	Specify the name of the dataset in the workspace to be used.

virtual void	SetProtoData (RooAbsData &data)
	Set the proto DataSet, add to the workspace if not already there.

virtual void	SetSnapshot (const RooArgSet &set)
	Set parameter values for a particular hypothesis if using a common PDF by saving a snapshot in the workspace.

virtual void	SetWorkspace (RooWorkspace &ws)

void	SetWS (RooWorkspace &ws) override
	Set a workspace that owns all the necessary components for the analysis.

void	Streamer (TBuffer &) override
	Stream an object of class TObject.

void	StreamerNVirtual (TBuffer &ClassDef_StreamerNVirtual_b)

Public Member Functions inherited from TNamed
	TNamed ()

	TNamed (const char name, const char title)

	TNamed (const TNamed &named)
	TNamed copy ctor.

	TNamed (const TString &name, const TString &title)

virtual	~TNamed ()
	TNamed destructor.

void	Clear (Option_t *option="") override
	Set name and title to empty strings ("").

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

Int_t	Compare (const TObject *obj) const override
	Compare two TNamed objects.

void	Copy (TObject &named) const override
	Copy this to obj.

virtual void	FillBuffer (char *&buffer)
	Encode TNamed into output buffer.

const char *	GetName () const override
	Returns name of object.

const char *	GetTitle () const override
	Returns title of object.

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

TClass *	IsA () const override

Bool_t	IsSortable () const override

void	ls (Option_t *option="") const override
	List TNamed name and title.

TNamed &	operator= (const TNamed &rhs)
	TNamed assignment operator.

void	Print (Option_t *option="") const override
	Print TNamed name and title.

virtual void	SetName (const char *name)
	Set the name of the TNamed.

virtual void	SetNameTitle (const char name, const char title)
	Set all the TNamed parameters (name and title).

virtual void	SetTitle (const char *title="")
	Set the title of the TNamed.

virtual Int_t	Sizeof () const
	Return size of the TNamed part of the TObject.

void	Streamer (TBuffer &) override
	Stream an object of class TObject.

void	StreamerNVirtual (TBuffer &ClassDef_StreamerNVirtual_b)

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

	TObject (const TObject &object)
	TObject copy ctor.

virtual	~TObject ()
	TObject destructor.

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

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

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

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.

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

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

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

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

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

virtual TObject *	DrawClone (Option_t *option="") const
	Draw a clone of this object in the current selected pad with: `gROOT->SetSelectedPad(c1)`.

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

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

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

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

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

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

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

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

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

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

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

virtual Option_t *	GetOption () const

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

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

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.

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

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

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

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

void	InvertBit (UInt_t f)

Bool_t	IsDestructed () const
	IsDestructed.

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

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

R__ALWAYS_INLINE Bool_t	IsOnHeap () const

R__ALWAYS_INLINE Bool_t	IsZombie () const

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).

virtual Bool_t	Notify ()
	This method must be overridden to handle object notification (the base implementation is no-op).

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

void	operator delete (void *ptr)
	Operator delete.

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

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.

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

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

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

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

void	ResetBit (UInt_t f)

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

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

void	SetBit (UInt_t f)

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

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

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

void	StreamerNVirtual (TBuffer &ClassDef_StreamerNVirtual_b)

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

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.

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

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

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

Public Member Functions inherited from RooWorkspaceHandle
virtual	~RooWorkspaceHandle ()

void	StreamerNVirtual (TBuffer &ClassDef_StreamerNVirtual_b)

Static Public Member Functions
static TClass *	Class ()

static const char *	Class_Name ()

static constexpr Version_t	Class_Version ()

static const char *	DeclFileName ()

Static Public Member Functions inherited from TNamed
static TClass *	Class ()

static const char *	Class_Name ()

static constexpr Version_t	Class_Version ()

static const char *	DeclFileName ()

Static Public Member Functions inherited from TObject
static TClass *	Class ()

static const char *	Class_Name ()

static constexpr Version_t	Class_Version ()

static const char *	DeclFileName ()

static Longptr_t	GetDtorOnly ()
	Return destructor only flag.

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

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

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

Static Public Member Functions inherited from RooWorkspaceHandle
static TClass *	Class ()

static const char *	Class_Name ()

static constexpr Version_t	Class_Version ()

static const char *	DeclFileName ()

Protected Member Functions
void	DefineSetInWS (const char *name, const RooArgSet &set)
	helper functions to define a set in the WS

void	ImportDataInWS (RooAbsData &data)
	internal function to import data in WS

void	ImportPdfInWS (const RooAbsPdf &pdf)
	internal function to import Pdf in WS

bool	SetHasOnlyParameters (const RooArgSet &set, const char *errorMsgPrefix=nullptr)
	helper function to check that content of a given set is exclusively parameters

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).

void	MakeZombie ()

Protected Attributes
std::string	fConditionalObsName
	name for RooArgSet specifying conditional observables

std::string	fConstrParamsName
	name for RooArgSet specifying constrained parameters

std::string	fDataName
	name of data set in workspace

std::string	fExtConstraintsName
	name for RooArgSet specifying external constraints

std::string	fGlobalObsName
	name for RooArgSet specifying global observables

std::string	fNuisParamsName
	name for RooArgSet specifying nuisance parameters

std::string	fObservablesName
	name for RooArgSet specifying observable parameters.

std::string	fPdfName
	name of PDF in workspace

std::string	fPOIName
	name for RooArgSet specifying parameters of interest

std::string	fPriorPdfName
	name for RooAbsPdf specifying a prior on the parameters

std::string	fProtoDataName
	name for RooArgSet specifying dataset that should be used as proto-data

TRef	fRefWS
	WS reference used in the file.

std::string	fSnapshotName
	name for RooArgSet that specifies a particular hypothesis

std::string	fWSName
	name of the WS

Protected Attributes inherited from TNamed
TString	fName

TString	fTitle

Private Member Functions
std::unique_ptr< RooAbsReal >	createNLLImpl (RooAbsData &data, const RooLinkedList &cmdList) const

std::unique_ptr< RooFitResult >	fitToImpl (RooAbsData &data, const RooLinkedList &cmdList)

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

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

enum	EDeprecatedStatusBits { kObjInCanvas = (1ULL << ( 3 )) }

enum	EStatusBits { kCanDelete = (1ULL << ( 0 )) , kMustCleanup = (1ULL << ( 3 )) , kIsReferenced = (1ULL << ( 4 )) , kHasUUID = (1ULL << ( 5 )) , kCannotPick = (1ULL << ( 6 )) , kNoContextMenu = (1ULL << ( 8 )) , kInvalidObject = (1ULL << ( 13 )) }

Protected Types inherited from TObject
enum	{ kOnlyPrepStep = (1ULL << ( 3 )) }

#include <RooFit/ModelConfig.h>

Inheritance diagram for RooStats::ModelConfig:

[legend]

Constructor & Destructor Documentation

◆ ModelConfig() [1/3]

RooStats::ModelConfig::ModelConfig ( RooWorkspace * ws = nullptr )

inline

Definition at line 38 of file ModelConfig.h.

◆ ModelConfig() [2/3]

RooStats::ModelConfig::ModelConfig	(	const char *	name,
		RooWorkspace *	ws = `nullptr`
	)

inline

Definition at line 44 of file ModelConfig.h.

◆ ModelConfig() [3/3]

RooStats::ModelConfig::ModelConfig	(	const char *	name,
		const char *	title,
		RooWorkspace *	ws = `nullptr`
	)

inline

Definition at line 50 of file ModelConfig.h.

Member Function Documentation

◆ Class()

static TClass * RooStats::ModelConfig::Class ( )

static

Returns: TClass describing this class

◆ Class_Name()

static const char * RooStats::ModelConfig::Class_Name ( )

static

Returns: Name of this class

◆ Class_Version()

static constexpr Version_t RooStats::ModelConfig::Class_Version ( )

inlinestaticconstexpr

Returns: Version of this class

Definition at line 368 of file ModelConfig.h.

◆ Clone()

ModelConfig * RooStats::ModelConfig::Clone ( const char * name = "" ) const

inlineoverridevirtual

clone

Reimplemented from TObject.

Definition at line 57 of file ModelConfig.h.

◆ createNLL()

template<typename... CmdArgs_t>

RooStats::ModelConfig::createNLL	(	RooAbsData &	data,
		CmdArgs_t const &...	cmdArgs
	)		const

inline

Wrapper around RooAbsPdf::createNLL(), where the pdf and some configuration options are retrieved from the ModelConfig.

The options taken from the ModelConfig are:

ConditionalObservables()
GlobalObservables()
ExternalConstraints()

Except for the options above, you can still pass all the other command arguments supported by RooAbsPdf::createNLL().

Definition at line 318 of file ModelConfig.h.

◆ createNLLImpl()

std::unique_ptr< RooAbsReal > RooStats::ModelConfig::createNLLImpl	(	RooAbsData &	data,
		const RooLinkedList &	cmdList
	)		const

private

Definition at line 447 of file ModelConfig.cxx.

◆ DeclFileName()

static const char * RooStats::ModelConfig::DeclFileName ( )

inlinestatic

Returns: Name of the file containing the class declaration

Definition at line 368 of file ModelConfig.h.

◆ DefineSetInWS()

void RooStats::ModelConfig::DefineSetInWS	(	const char *	name,
		const RooArgSet &	set
	)

protected

helper functions to define a set in the WS

helper functions to avoid code duplication

Definition at line 289 of file ModelConfig.cxx.

◆ fitTo()

template<typename... CmdArgs_t>

RooStats::ModelConfig::fitTo	(	RooAbsData &	data,
		CmdArgs_t const &...	cmdArgs
	)

inline

Wrapper around RooAbsPdf::fitTo(), where the pdf and some configuration options are retrieved from the ModelConfig.

See ModelConfig::createNLL() for more information.

Definition at line 324 of file ModelConfig.h.

◆ fitToImpl()

std::unique_ptr< RooFitResult > RooStats::ModelConfig::fitToImpl	(	RooAbsData &	data,
		const RooLinkedList &	cmdList
	)

private

Definition at line 461 of file ModelConfig.cxx.

◆ GetConditionalObservables()

const RooArgSet * RooStats::ModelConfig::GetConditionalObservables ( ) const

inline

get RooArgSet for conditional observables (return nullptr if not existing)

Definition at line 289 of file ModelConfig.h.

◆ GetConstraintParameters()

const RooArgSet * RooStats::ModelConfig::GetConstraintParameters ( ) const

inline

get RooArgSet containing the constraint parameters (return nullptr if not existing)

Definition at line 280 of file ModelConfig.h.

◆ GetExternalConstraints()

const RooArgSet * RooStats::ModelConfig::GetExternalConstraints ( ) const

inline

get RooArgSet for global observables (return nullptr if not existing)

Definition at line 298 of file ModelConfig.h.

◆ GetGlobalObservables()

const RooArgSet * RooStats::ModelConfig::GetGlobalObservables ( ) const

inline

get RooArgSet for global observables (return nullptr if not existing)

Definition at line 295 of file ModelConfig.h.

◆ GetNuisanceParameters()

const RooArgSet * RooStats::ModelConfig::GetNuisanceParameters ( ) const

inline

get RooArgSet containing the nuisance parameters (return nullptr if not existing)

Definition at line 277 of file ModelConfig.h.

◆ GetObservables()

const RooArgSet * RooStats::ModelConfig::GetObservables ( ) const

inline

get RooArgSet for observables (return nullptr if not existing)

Definition at line 286 of file ModelConfig.h.

◆ GetParametersOfInterest()

const RooArgSet * RooStats::ModelConfig::GetParametersOfInterest ( ) const

inline

get RooArgSet containing the parameter of interest (return nullptr if not existing)

Definition at line 274 of file ModelConfig.h.

◆ GetPdf()

RooAbsPdf * RooStats::ModelConfig::GetPdf ( ) const

inline

get model PDF (return nullptr if pdf has not been specified or does not exist)

Definition at line 271 of file ModelConfig.h.

◆ GetPriorPdf()

RooAbsPdf * RooStats::ModelConfig::GetPriorPdf ( ) const

inline

get parameters prior pdf (return nullptr if not existing)

Definition at line 283 of file ModelConfig.h.

◆ GetProtoData()

RooAbsData * RooStats::ModelConfig::GetProtoData ( ) const

inline

get Proto data set (return nullptr if not existing)

Definition at line 301 of file ModelConfig.h.

◆ GetSnapshot()

const RooArgSet * RooStats::ModelConfig::GetSnapshot ( ) const

get RooArgSet for parameters for a particular hypothesis (return nullptr if not existing)

Load the snapshot from ws and return the corresponding set with the snapshot values.

User must delete returned RooArgSet.

Definition at line 248 of file ModelConfig.cxx.

◆ GetWorkspace()

RooWorkspace * RooStats::ModelConfig::GetWorkspace ( ) const

inline

alias for GetWS()

Definition at line 310 of file ModelConfig.h.

◆ GetWS()

RooWorkspace * RooStats::ModelConfig::GetWS ( ) const

overridevirtual

get from TRef

Implements RooWorkspaceHandle.

Definition at line 214 of file ModelConfig.cxx.

◆ GuessObsAndNuisance()

void RooStats::ModelConfig::GuessObsAndNuisance	(	const RooAbsData &	data,
		bool	printModelConfig = `true`
	)

Makes sensible guesses of observables, parameters of interest and nuisance parameters if one or multiple have been set by the creator of this ModelConfig.

Defaults:

Observables: determined from data,
Global observables: explicit obs - obs from data - constant observables
Parameters of interest: empty,
Nuisance parameters: all parameters except parameters of interest

We use nullptr to mean not set, so we don't want to fill with empty RooArgSets.

Definition at line 87 of file ModelConfig.cxx.

◆ ImportDataInWS()

void RooStats::ModelConfig::ImportDataInWS ( RooAbsData & data )

protected

internal function to import data in WS

Definition at line 330 of file ModelConfig.cxx.

◆ ImportPdfInWS()

void RooStats::ModelConfig::ImportPdfInWS ( const RooAbsPdf & pdf )

protected

internal function to import Pdf in WS

Definition at line 314 of file ModelConfig.cxx.

◆ IsA()

TClass * RooStats::ModelConfig::IsA ( ) const

inlineoverridevirtual

Returns: TClass describing current object

Reimplemented from TObject.

Definition at line 368 of file ModelConfig.h.

◆ LoadSnapshot()

void RooStats::ModelConfig::LoadSnapshot ( ) const

load the snapshot from ws if it exists

Definition at line 279 of file ModelConfig.cxx.

◆ Print()

void RooStats::ModelConfig::Print ( Option_t * option = "" ) const

overridevirtual

overload the print method

print contents of Model on the default print stream It can be changed using RooPrintable

Reimplemented from TObject.

Definition at line 137 of file ModelConfig.cxx.

◆ ReplaceWS()

void RooStats::ModelConfig::ReplaceWS ( RooWorkspace * ws )

inlineoverridevirtual

Remove the existing reference to a workspace and replace it with this new one.

Implements RooWorkspaceHandle.

Definition at line 74 of file ModelConfig.h.

◆ SetConditionalObservables() [1/2]

virtual void RooStats::ModelConfig::SetConditionalObservables ( const char * argList )

inlinevirtual

Specify the conditional observables through a comma-separated list of arguments already in the workspace.

Definition at line 186 of file ModelConfig.h.

◆ SetConditionalObservables() [2/2]

void RooStats::ModelConfig::SetConditionalObservables ( const RooArgSet & set )

virtual

Specify the conditional observables.

Definition at line 369 of file ModelConfig.cxx.

◆ SetConstraintParameters() [1/2]

virtual void RooStats::ModelConfig::SetConstraintParameters ( const char * argList )

inlinevirtual

Specify the constraint parameters through a comma-separated list of arguments already in the workspace.

Definition at line 159 of file ModelConfig.h.

◆ SetConstraintParameters() [2/2]

virtual void RooStats::ModelConfig::SetConstraintParameters ( const RooArgSet & set )

inlinevirtual

Specify the constraint parameters.

Definition at line 150 of file ModelConfig.h.

◆ SetExternalConstraints() [1/2]

virtual void RooStats::ModelConfig::SetExternalConstraints ( const char * argList )

inlinevirtual

Specify the external constraints through a comma-separated list of arguments already in the workspace.

Definition at line 206 of file ModelConfig.h.

◆ SetExternalConstraints() [2/2]

void RooStats::ModelConfig::SetExternalConstraints ( const RooArgSet & set )

Specify the external constraints.

Definition at line 362 of file ModelConfig.cxx.

◆ SetGlobalObservables() [1/2]

virtual void RooStats::ModelConfig::SetGlobalObservables ( const char * argList )

inlinevirtual

Specify the global observables through a comma-separated list of arguments already in the workspace.

Definition at line 196 of file ModelConfig.h.

◆ SetGlobalObservables() [2/2]

void RooStats::ModelConfig::SetGlobalObservables ( const RooArgSet & set )

virtual

Specify the global observables.

Definition at line 378 of file ModelConfig.cxx.

◆ SetHasOnlyParameters()

bool RooStats::ModelConfig::SetHasOnlyParameters	(	const RooArgSet &	set,
		const char *	errorMsgPrefix = `nullptr`
	)

protected

helper function to check that content of a given set is exclusively parameters

Definition at line 345 of file ModelConfig.cxx.

◆ SetNuisanceParameters() [1/2]

virtual void RooStats::ModelConfig::SetNuisanceParameters ( const char * argList )

inlinevirtual

Specify the nuisance parameters using a comma-separated list of arguments already in the workspace.

Definition at line 142 of file ModelConfig.h.

◆ SetNuisanceParameters() [2/2]

virtual void RooStats::ModelConfig::SetNuisanceParameters ( const RooArgSet & set )

inlinevirtual

Specify the nuisance parameters (parameters that are not POI).

Definition at line 132 of file ModelConfig.h.

◆ SetObservables() [1/2]

virtual void RooStats::ModelConfig::SetObservables ( const char * argList )

inlinevirtual

specify the observables through a comma-separated list of arguments already in the workspace.

Definition at line 176 of file ModelConfig.h.

◆ SetObservables() [2/2]

virtual void RooStats::ModelConfig::SetObservables ( const RooArgSet & set )

inlinevirtual

Specify the observables.

Definition at line 167 of file ModelConfig.h.

◆ SetParameters() [1/2]

virtual void RooStats::ModelConfig::SetParameters ( const char * argList )

inlinevirtual

Specify parameters using a list of comma-separated list of arguments already in the workspace.

Definition at line 120 of file ModelConfig.h.

◆ SetParameters() [2/2]

virtual void RooStats::ModelConfig::SetParameters ( const RooArgSet & set )

inlinevirtual

Specify parameters of the PDF.

Definition at line 102 of file ModelConfig.h.

◆ SetParametersOfInterest() [1/2]

virtual void RooStats::ModelConfig::SetParametersOfInterest ( const char * argList )

inlinevirtual

Specify parameters of interest using a comma-separated list of arguments already in the workspace.

Definition at line 129 of file ModelConfig.h.

◆ SetParametersOfInterest() [2/2]

virtual void RooStats::ModelConfig::SetParametersOfInterest ( const RooArgSet & set )

inlinevirtual

Specify parameters of interest.

Definition at line 111 of file ModelConfig.h.

◆ SetPdf() [1/2]

virtual void RooStats::ModelConfig::SetPdf ( const char * name )

inlinevirtual

Specify the name of the PDF in the workspace to be used.

Definition at line 218 of file ModelConfig.h.

◆ SetPdf() [2/2]

virtual void RooStats::ModelConfig::SetPdf ( const RooAbsPdf & pdf )

inlinevirtual

Set the Pdf, add to the workspace if not already there.

Definition at line 88 of file ModelConfig.h.

◆ SetPriorPdf() [1/2]

virtual void RooStats::ModelConfig::SetPriorPdf ( const char * name )

inlinevirtual

Specify the name of the PDF in the workspace to be used.

Definition at line 235 of file ModelConfig.h.

◆ SetPriorPdf() [2/2]

virtual void RooStats::ModelConfig::SetPriorPdf ( const RooAbsPdf & pdf )

inlinevirtual

Set the Prior Pdf, add to the workspace if not already there.

Definition at line 95 of file ModelConfig.h.

◆ SetProtoData() [1/2]

virtual void RooStats::ModelConfig::SetProtoData ( const char * name )

inlinevirtual

Specify the name of the dataset in the workspace to be used.

Definition at line 252 of file ModelConfig.h.

◆ SetProtoData() [2/2]

virtual void RooStats::ModelConfig::SetProtoData ( RooAbsData & data )

inlinevirtual

Set the proto DataSet, add to the workspace if not already there.

Definition at line 81 of file ModelConfig.h.

◆ SetSnapshot()

void RooStats::ModelConfig::SetSnapshot ( const RooArgSet & set )

virtual

Set parameter values for a particular hypothesis if using a common PDF by saving a snapshot in the workspace.

save snapshot in the workspace and use values passed with the set

Definition at line 228 of file ModelConfig.cxx.

◆ SetWorkspace()

virtual void RooStats::ModelConfig::SetWorkspace ( RooWorkspace & ws )

inlinevirtual

Definition at line 71 of file ModelConfig.h.

◆ SetWS()

void RooStats::ModelConfig::SetWS ( RooWorkspace & ws )

overridevirtual

Set a workspace that owns all the necessary components for the analysis.

If a workspace already exists in this ModelConfig, RooWorkspace::merge(ws) will be called on the existing workspace.

Implements RooWorkspaceHandle.

Definition at line 198 of file ModelConfig.cxx.

◆ Streamer()

void RooStats::ModelConfig::Streamer ( TBuffer & R__b )

overridevirtual

Stream an object of class TObject.

Reimplemented from TObject.

◆ StreamerNVirtual()

void RooStats::ModelConfig::StreamerNVirtual ( TBuffer & ClassDef_StreamerNVirtual_b )

inline

Definition at line 368 of file ModelConfig.h.

Member Data Documentation

◆ fConditionalObsName

std::string RooStats::ModelConfig::fConditionalObsName

protected

name for RooArgSet specifying conditional observables

Definition at line 354 of file ModelConfig.h.

◆ fConstrParamsName

std::string RooStats::ModelConfig::fConstrParamsName

protected

name for RooArgSet specifying constrained parameters

Definition at line 351 of file ModelConfig.h.

◆ fDataName

std::string RooStats::ModelConfig::fDataName

protected

name of data set in workspace

Definition at line 347 of file ModelConfig.h.

◆ fExtConstraintsName

std::string RooStats::ModelConfig::fExtConstraintsName

protected

name for RooArgSet specifying external constraints

Definition at line 356 of file ModelConfig.h.

◆ fGlobalObsName

std::string RooStats::ModelConfig::fGlobalObsName

protected

name for RooArgSet specifying global observables

Definition at line 355 of file ModelConfig.h.

◆ fNuisParamsName

std::string RooStats::ModelConfig::fNuisParamsName

protected

name for RooArgSet specifying nuisance parameters

Definition at line 350 of file ModelConfig.h.

◆ fObservablesName

std::string RooStats::ModelConfig::fObservablesName

protected

name for RooArgSet specifying observable parameters.

Definition at line 361 of file ModelConfig.h.

◆ fPdfName

std::string RooStats::ModelConfig::fPdfName

protected

name of PDF in workspace

Definition at line 346 of file ModelConfig.h.

◆ fPOIName

std::string RooStats::ModelConfig::fPOIName

protected

name for RooArgSet specifying parameters of interest

Definition at line 348 of file ModelConfig.h.

◆ fPriorPdfName

std::string RooStats::ModelConfig::fPriorPdfName

protected

name for RooAbsPdf specifying a prior on the parameters

Definition at line 352 of file ModelConfig.h.

◆ fProtoDataName

std::string RooStats::ModelConfig::fProtoDataName

protected

name for RooArgSet specifying dataset that should be used as proto-data

Definition at line 357 of file ModelConfig.h.

◆ fRefWS

TRef RooStats::ModelConfig::fRefWS

protected

WS reference used in the file.

Definition at line 342 of file ModelConfig.h.

◆ fSnapshotName

std::string RooStats::ModelConfig::fSnapshotName

protected

name for RooArgSet that specifies a particular hypothesis

Definition at line 359 of file ModelConfig.h.

◆ fWSName

std::string RooStats::ModelConfig::fWSName

protected

name of the WS

Definition at line 344 of file ModelConfig.h.

Libraries for RooStats::ModelConfig:

[legend]

The documentation for this class was generated from the following files:

roofit/roofitcore/inc/RooFit/ModelConfig.h
roofit/roofitcore/src/ModelConfig.cxx

Public Member Functions

Static Public Member Functions

Protected Member Functions

Protected Attributes

Private Member Functions

Additional Inherited Members

Constructor & Destructor Documentation

◆ ModelConfig() [1/3]

◆ ModelConfig() [2/3]

◆ ModelConfig() [3/3]

Member Function Documentation

◆ Class()

◆ Class_Name()

◆ Class_Version()

◆ Clone()

◆ createNLL()

◆ createNLLImpl()

◆ DeclFileName()

◆ DefineSetInWS()

◆ fitTo()

◆ fitToImpl()

◆ GetConditionalObservables()

◆ GetConstraintParameters()

◆ GetExternalConstraints()

◆ GetGlobalObservables()

◆ GetNuisanceParameters()

◆ GetObservables()

◆ GetParametersOfInterest()

◆ GetPdf()

◆ GetPriorPdf()

◆ GetProtoData()

◆ GetSnapshot()

◆ GetWorkspace()

◆ GetWS()

◆ GuessObsAndNuisance()

◆ ImportDataInWS()

◆ ImportPdfInWS()

◆ IsA()

◆ LoadSnapshot()

◆ Print()

◆ ReplaceWS()

◆ SetConditionalObservables() [1/2]

◆ SetConditionalObservables() [2/2]

◆ SetConstraintParameters() [1/2]

◆ SetConstraintParameters() [2/2]

◆ SetExternalConstraints() [1/2]

◆ SetExternalConstraints() [2/2]

◆ SetGlobalObservables() [1/2]

◆ SetGlobalObservables() [2/2]

◆ SetHasOnlyParameters()

◆ SetNuisanceParameters() [1/2]

◆ SetNuisanceParameters() [2/2]

◆ SetObservables() [1/2]

◆ SetObservables() [2/2]

◆ SetParameters() [1/2]

◆ SetParameters() [2/2]

◆ SetParametersOfInterest() [1/2]

◆ SetParametersOfInterest() [2/2]

◆ SetPdf() [1/2]

◆ SetPdf() [2/2]

◆ SetPriorPdf() [1/2]

◆ SetPriorPdf() [2/2]

◆ SetProtoData() [1/2]

◆ SetProtoData() [2/2]

◆ SetSnapshot()

◆ SetWorkspace()

◆ SetWS()

◆ Streamer()

◆ StreamerNVirtual()

Member Data Documentation

◆ fConditionalObsName

◆ fConstrParamsName

◆ fDataName

◆ fExtConstraintsName

◆ fGlobalObsName

◆ fNuisParamsName

◆ fObservablesName

◆ fPdfName

◆ fPOIName

◆ fPriorPdfName