RooDLLSignificanceMCSModule is an add-on modules to RooMCStudy that calculates the significance of a signal by comparing the likelihood of a fit fit with a given parameter floating with a fit with that given parameter fixed to a nominal value (usually zero).
The difference in the -log(L) of those two fits can be interpreted as the probability that a statistical background fluctation may result in a signal as large or larger than the signal observed. This interpretation is contingent on underlying normal sampling distributions and a MC study is a good way to test that assumption.
Definition at line 23 of file RooDLLSignificanceMCSModule.h.
Public Member Functions | |
RooDLLSignificanceMCSModule (const char *parName, Double_t nullHypoValue=0) | |
Constructor of module with parameter name to be interpreted as nSignal and the value of the null hypothesis for nSignal (usually zero) | |
RooDLLSignificanceMCSModule (const RooDLLSignificanceMCSModule &other) | |
Copy constructor. | |
RooDLLSignificanceMCSModule (const RooRealVar ¶m, Double_t nullHypoValue=0) | |
Constructor of module with parameter to be interpreted as nSignal and the value of the null hypothesis for nSignal (usually zero) | |
virtual | ~RooDLLSignificanceMCSModule () |
Destructor. | |
RooDataSet * | finalizeRun () |
Return auxiliary dataset with results of delta(-log(L)) calculations of this module so that it is merged with RooMCStudy::fitParDataSet() by RooMCStudy. | |
Bool_t | initializeInstance () |
Initialize module after attachment to RooMCStudy object. | |
Bool_t | initializeRun (Int_t) |
Initialize module at beginning of RooCMStudy run. | |
Bool_t | processAfterFit (Int_t) |
Save likelihood from nominal fit, fix chosen parameter to its null hypothesis value and rerun fit Save difference in likelihood and associated Gaussian significance in auxilary dataset. | |
Public Member Functions inherited from RooAbsMCStudyModule | |
RooAbsMCStudyModule (const char *name, const char *title) | |
Constructor. | |
RooAbsMCStudyModule (const RooAbsMCStudyModule &other) | |
Copy constructor. | |
virtual | ~RooAbsMCStudyModule () |
Bool_t | doInitializeInstance (RooMCStudy &) |
Store reference to RooMCStudy object that this module relates to and call internal module initialization function. | |
virtual Bool_t | processBeforeGen (Int_t) |
virtual Bool_t | processBetweenGenAndFit (Int_t) |
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. | |
virtual void | Clear (Option_t *option="") |
Set name and title to empty strings (""). | |
virtual TObject * | Clone (const char *newname="") const |
Make a clone of an object using the Streamer facility. | |
virtual Int_t | Compare (const TObject *obj) const |
Compare two TNamed objects. | |
virtual void | Copy (TObject &named) const |
Copy this to obj. | |
virtual void | FillBuffer (char *&buffer) |
Encode TNamed into output buffer. | |
virtual const char * | GetName () const |
Returns name of object. | |
virtual const char * | GetTitle () const |
Returns title of object. | |
virtual ULong_t | Hash () const |
Return hash value for this object. | |
virtual Bool_t | IsSortable () const |
virtual void | ls (Option_t *option="") const |
List TNamed name and title. | |
TNamed & | operator= (const TNamed &rhs) |
TNamed assignment operator. | |
virtual void | Print (Option_t *option="") const |
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. | |
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 for instance with: gROOT->SetSelectedPad(gPad) . | |
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=0) |
Execute method on this object with the given parameter string, e.g. | |
virtual void | Execute (TMethod *method, TObjArray *params, Int_t *error=0) |
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. | |
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. | |
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=0, Int_t option=0, Int_t bufsize=0) |
Write this object to the current directory. | |
virtual Int_t | Write (const char *name=0, Int_t option=0, Int_t bufsize=0) const |
Write this object to the current directory. | |
Private Attributes | |
RooDataSet * | _data |
RooRealVar * | _dll0h |
RooRealVar * | _nll0h |
Double_t | _nullValue |
std::string | _parName |
RooRealVar * | _sig0h |
Additional Inherited Members | |
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) } |
Static Public Member Functions inherited from TObject | |
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. | |
Protected Types inherited from TObject | |
enum | { kOnlyPrepStep = BIT(3) } |
Protected Member Functions inherited from RooAbsMCStudyModule | |
RooArgSet * | allDependents () |
Bool_t | binGenData () |
RooArgSet * | dependents () |
Bool_t | extendedGen () |
RooArgSet * | fitInitParams () |
RooAbsPdf * | fitModel () |
const char * | fitOptions () |
RooLinkedList * | fitOptList () |
RooArgSet * | fitParams () |
RooAbsGenContext * | genContext () |
RooArgSet * | genInitParams () |
RooAbsPdf * | genModel () |
RooArgSet * | genParams () |
const RooDataSet * | genProtoData () |
RooAbsData * | genSample () |
RooRealVar * | nllVar () |
Double_t | numExpGen () |
RooArgSet * | projDeps () |
Bool_t | randProto () |
RooFitResult * | refit (RooAbsData *inGenSample=0) |
Bool_t | verboseGen () |
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 inherited from TNamed | |
TString | fName |
TString | fTitle |
#include <RooDLLSignificanceMCSModule.h>
RooDLLSignificanceMCSModule::RooDLLSignificanceMCSModule | ( | const RooRealVar & | param, |
Double_t | nullHypoValue = 0 |
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) |
Constructor of module with parameter to be interpreted as nSignal and the value of the null hypothesis for nSignal (usually zero)
Definition at line 56 of file RooDLLSignificanceMCSModule.cxx.
RooDLLSignificanceMCSModule::RooDLLSignificanceMCSModule | ( | const char * | parName, |
Double_t | nullHypoValue = 0 |
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) |
Constructor of module with parameter name to be interpreted as nSignal and the value of the null hypothesis for nSignal (usually zero)
Definition at line 69 of file RooDLLSignificanceMCSModule.cxx.
RooDLLSignificanceMCSModule::RooDLLSignificanceMCSModule | ( | const RooDLLSignificanceMCSModule & | other | ) |
Copy constructor.
Definition at line 81 of file RooDLLSignificanceMCSModule.cxx.
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virtual |
Destructor.
Definition at line 93 of file RooDLLSignificanceMCSModule.cxx.
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Return auxiliary dataset with results of delta(-log(L)) calculations of this module so that it is merged with RooMCStudy::fitParDataSet() by RooMCStudy.
Reimplemented from RooAbsMCStudyModule.
Definition at line 161 of file RooDLLSignificanceMCSModule.cxx.
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virtual |
Initialize module after attachment to RooMCStudy object.
Reimplemented from RooAbsMCStudyModule.
Definition at line 114 of file RooDLLSignificanceMCSModule.cxx.
Initialize module at beginning of RooCMStudy run.
Reimplemented from RooAbsMCStudyModule.
Definition at line 148 of file RooDLLSignificanceMCSModule.cxx.
Save likelihood from nominal fit, fix chosen parameter to its null hypothesis value and rerun fit Save difference in likelihood and associated Gaussian significance in auxilary dataset.
Reimplemented from RooAbsMCStudyModule.
Definition at line 173 of file RooDLLSignificanceMCSModule.cxx.
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private |
Definition at line 41 of file RooDLLSignificanceMCSModule.h.
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private |
Definition at line 43 of file RooDLLSignificanceMCSModule.h.
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private |
Definition at line 42 of file RooDLLSignificanceMCSModule.h.
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private |
Definition at line 45 of file RooDLLSignificanceMCSModule.h.
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private |
Definition at line 40 of file RooDLLSignificanceMCSModule.h.
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private |
Definition at line 44 of file RooDLLSignificanceMCSModule.h.