class RooStats::SPlot: public TNamed
This class calculates sWeights used to create an sPlot. The code is based on ``SPlot: A statistical tool to unfold data distributions,'' Nucl. Instrum. Meth. A 555, 356 (2005) [arXiv:physics/0402083]. An SPlot gives us the distribution of some variable, x in our data sample for a given species (eg. signal or background). The result is similar to a likelihood projection plot, but no cuts are made, so every event contributes to the distribution. [Usage] To use this class, you first must have a pdf that includes yields for (possibly several) different species. Create an instance of the class by supplying a data set, the pdf, and a list of the yield variables. The SPlot Class will calculate SWeights and include these as columns in the RooDataSet.
Function Members (Methods)
public:
| virtual | ~SPlot() |
| void | TObject::AbstractMethod(const char* method) const |
| void | AddSWeight(RooAbsPdf* pdf, const RooArgList& yieldsTmp, const RooArgSet& projDeps = RooArgSet(), bool includeWeights = kTRUE) |
| virtual void | TObject::AppendPad(Option_t* option = "") |
| virtual void | TObject::Browse(TBrowser* b) |
| static TClass* | Class() |
| virtual const char* | TObject::ClassName() const |
| virtual void | TNamed::Clear(Option_t* option = "") |
| virtual TObject* | TNamed::Clone(const char* newname = "") const |
| virtual Int_t | TNamed::Compare(const TObject* obj) const |
| virtual void | TNamed::Copy(TObject& named) const |
| virtual void | TObject::Delete(Option_t* option = "")MENU |
| virtual Int_t | TObject::DistancetoPrimitive(Int_t px, Int_t py) |
| virtual void | TObject::Draw(Option_t* option = "") |
| virtual void | TObject::DrawClass() constMENU |
| virtual TObject* | TObject::DrawClone(Option_t* option = "") constMENU |
| virtual void | TObject::Dump() constMENU |
| virtual void | TObject::Error(const char* method, const char* msgfmt) const |
| virtual void | TObject::Execute(const char* method, const char* params, Int_t* error = 0) |
| virtual void | TObject::Execute(TMethod* method, TObjArray* params, Int_t* error = 0) |
| virtual void | TObject::ExecuteEvent(Int_t event, Int_t px, Int_t py) |
| virtual void | TObject::Fatal(const char* method, const char* msgfmt) const |
| virtual void | TNamed::FillBuffer(char*& buffer) |
| virtual TObject* | TObject::FindObject(const char* name) const |
| virtual TObject* | TObject::FindObject(const TObject* obj) const |
| virtual Option_t* | TObject::GetDrawOption() const |
| static Long_t | TObject::GetDtorOnly() |
| virtual const char* | TObject::GetIconName() const |
| virtual const char* | TNamed::GetName() const |
| Int_t | GetNumSWeightVars() const |
| virtual char* | TObject::GetObjectInfo(Int_t px, Int_t py) const |
| static Bool_t | TObject::GetObjectStat() |
| virtual Option_t* | TObject::GetOption() const |
| RooDataSet* | GetSDataSet() const |
| Double_t | GetSumOfEventSWeight(Int_t numEvent) const |
| Double_t | GetSWeight(Int_t numEvent, const char* sVariable) const |
| RooArgList | GetSWeightVars() const |
| virtual const char* | TNamed::GetTitle() const |
| virtual UInt_t | TObject::GetUniqueID() const |
| Double_t | GetYieldFromSWeight(const char* sVariable) const |
| virtual Bool_t | TObject::HandleTimer(TTimer* timer) |
| virtual ULong_t | TNamed::Hash() const |
| virtual void | TObject::Info(const char* method, const char* msgfmt) const |
| virtual Bool_t | TObject::InheritsFrom(const char* classname) const |
| virtual Bool_t | TObject::InheritsFrom(const TClass* cl) const |
| virtual void | TObject::Inspect() constMENU |
| void | TObject::InvertBit(UInt_t f) |
| virtual TClass* | IsA() const |
| virtual Bool_t | TObject::IsEqual(const TObject* obj) const |
| virtual Bool_t | TObject::IsFolder() const |
| Bool_t | TObject::IsOnHeap() const |
| virtual Bool_t | TNamed::IsSortable() const |
| Bool_t | TObject::IsZombie() const |
| virtual void | TNamed::ls(Option_t* option = "") const |
| void | TObject::MayNotUse(const char* method) const |
| virtual Bool_t | TObject::Notify() |
| void | TObject::Obsolete(const char* method, const char* asOfVers, const char* removedFromVers) const |
| void | TObject::operator delete(void* ptr) |
| void | TObject::operator delete(void* ptr, void* vp) |
| void | TObject::operator delete[](void* ptr) |
| void | TObject::operator delete[](void* ptr, void* vp) |
| void* | TObject::operator new(size_t sz) |
| void* | TObject::operator new(size_t sz, void* vp) |
| void* | TObject::operator new[](size_t sz) |
| void* | TObject::operator new[](size_t sz, void* vp) |
| RooStats::SPlot& | operator=(const RooStats::SPlot&) |
| virtual void | TObject::Paint(Option_t* option = "") |
| virtual void | TObject::Pop() |
| virtual void | TNamed::Print(Option_t* option = "") const |
| virtual Int_t | TObject::Read(const char* name) |
| virtual void | TObject::RecursiveRemove(TObject* obj) |
| void | TObject::ResetBit(UInt_t f) |
| virtual void | TObject::SaveAs(const char* filename = "", Option_t* option = "") constMENU |
| virtual void | TObject::SavePrimitive(ostream& out, Option_t* option = "") |
| void | TObject::SetBit(UInt_t f) |
| void | TObject::SetBit(UInt_t f, Bool_t set) |
| virtual void | TObject::SetDrawOption(Option_t* option = "")MENU |
| static void | TObject::SetDtorOnly(void* obj) |
| virtual void | TNamed::SetName(const char* name)MENU |
| virtual void | TNamed::SetNameTitle(const char* name, const char* title) |
| static void | TObject::SetObjectStat(Bool_t stat) |
| RooDataSet* | SetSData(RooDataSet* data) |
| virtual void | TNamed::SetTitle(const char* title = "")MENU |
| virtual void | TObject::SetUniqueID(UInt_t uid) |
| virtual void | ShowMembers(TMemberInspector& insp) const |
| virtual Int_t | TNamed::Sizeof() const |
| RooStats::SPlot | SPlot() |
| RooStats::SPlot | SPlot(const RooStats::SPlot& other) |
| RooStats::SPlot | SPlot(const char* name, const char* title) |
| RooStats::SPlot | SPlot(const char* name, const char* title, const RooDataSet& data) |
| RooStats::SPlot | SPlot(const char* name, const char* title, RooDataSet& data, RooAbsPdf* pdf, const RooArgList& yieldsList, const RooArgSet& projDeps = RooArgSet(), bool includeWeights = kTRUE, bool copyDataSet = kFALSE, const char* newName = "") |
| virtual void | Streamer(TBuffer&) |
| void | StreamerNVirtual(TBuffer& ClassDef_StreamerNVirtual_b) |
| virtual void | TObject::SysError(const char* method, const char* msgfmt) const |
| Bool_t | TObject::TestBit(UInt_t f) const |
| Int_t | TObject::TestBits(UInt_t f) const |
| virtual void | TObject::UseCurrentStyle() |
| virtual void | TObject::Warning(const char* method, const char* msgfmt) const |
| virtual Int_t | TObject::Write(const char* name = 0, Int_t option = 0, Int_t bufsize = 0) |
| virtual Int_t | TObject::Write(const char* name = 0, Int_t option = 0, Int_t bufsize = 0) const |
protected:
| virtual void | TObject::DoError(int level, const char* location, const char* fmt, va_list va) const |
| void | TObject::MakeZombie() |
Data Members
public:
| static TObject::(anonymous) | TObject::kBitMask | |
| static TObject::EStatusBits | TObject::kCanDelete | |
| static TObject::EStatusBits | TObject::kCannotPick | |
| static TObject::EStatusBits | TObject::kHasUUID | |
| static TObject::EStatusBits | TObject::kInvalidObject | |
| static TObject::(anonymous) | TObject::kIsOnHeap | |
| static TObject::EStatusBits | TObject::kIsReferenced | |
| static TObject::EStatusBits | TObject::kMustCleanup | |
| static TObject::EStatusBits | TObject::kNoContextMenu | |
| static TObject::(anonymous) | TObject::kNotDeleted | |
| static TObject::EStatusBits | TObject::kObjInCanvas | |
| static TObject::(anonymous) | TObject::kOverwrite | |
| static TObject::(anonymous) | TObject::kSingleKey | |
| static TObject::(anonymous) | TObject::kWriteDelete | |
| static TObject::(anonymous) | TObject::kZombie |
protected:
| TString | TNamed::fName | object identifier |
| RooDataSet* | fSData | |
| RooArgList | fSWeightVars | |
| TString | TNamed::fTitle | object title |
| static RooStats::SPlot::(anonymous) | kOwnData |
Class Charts
Function documentation
~SPlot()
SPlot(const char* name, const char* title)
SPlot(const char* name, const char* title, const RooDataSet& data)
Constructor from a RooDataSet No sWeighted variables are present
SPlot(const char* name, const char* title, RooDataSet& data, RooAbsPdf* pdf, const RooArgList& yieldsList, const RooArgSet& projDeps = RooArgSet(), bool includeWeights = kTRUE, bool copyDataSet = kFALSE, const char* newName = "")
RooDataSet* SetSData(RooDataSet* data)
RooDataSet* GetSDataSet() const
Double_t GetSWeight(Int_t numEvent, const char* sVariable) const
Double_t GetSumOfEventSWeight(Int_t numEvent) const
Double_t GetYieldFromSWeight(const char* sVariable) const
RooArgList GetSWeightVars() const
Int_t GetNumSWeightVars() const
Return the number of SWeights In other words, return the number of species that we are trying to extract.
void AddSWeight(RooAbsPdf* pdf, const RooArgList& yieldsTmp, const RooArgSet& projDeps = RooArgSet(), bool includeWeights = kTRUE)