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TGraphAsymmErrors Class Reference

TGraph with assymetric error bars.

The TGraphAsymmErrors painting is performed thanks to the TGraphPainter class. All details about the various painting options are given in this class.

The picture below gives an example:

{
c1 = new TCanvas("c1","A Simple Graph with assymetric error bars",200,10,700,500);
c1->SetFillColor(42);
c1->SetGrid();
c1->GetFrame()->SetFillColor(21);
c1->GetFrame()->SetBorderSize(12);
const Int_t n = 10;
Double_t x[n] = {-0.22, 0.05, 0.25, 0.35, 0.5, 0.61,0.7,0.85,0.89,0.95};
Double_t y[n] = {1,2.9,5.6,7.4,9,9.6,8.7,6.3,4.5,1};
Double_t exl[n] = {.05,.1,.07,.07,.04,.05,.06,.07,.08,.05};
Double_t eyl[n] = {.8,.7,.6,.5,.4,.4,.5,.6,.7,.8};
Double_t exh[n] = {.02,.08,.05,.05,.03,.03,.04,.05,.06,.03};
Double_t eyh[n] = {.6,.5,.4,.3,.2,.2,.3,.4,.5,.6};
gr = new TGraphAsymmErrors(n,x,y,exl,exh,eyl,eyh);
gr->SetTitle("TGraphAsymmErrors Example");
gr->SetMarkerStyle(21);
gr->Draw("ALP");
return c1;
}
pict1_TGraphAsymmErrors_001.png

Definition at line 28 of file TGraphAsymmErrors.h.

Public Member Functions

 TGraphAsymmErrors ()
 
 TGraphAsymmErrors (Int_t n)
 TGraphAsymmErrors normal constructor. More...
 
 TGraphAsymmErrors (Int_t n, const Float_t *x, const Float_t *y, const Float_t *exl=0, const Float_t *exh=0, const Float_t *eyl=0, const Float_t *eyh=0)
 TGraphAsymmErrors normal constructor. More...
 
 TGraphAsymmErrors (Int_t n, const Double_t *x, const Double_t *y, const Double_t *exl=0, const Double_t *exh=0, const Double_t *eyl=0, const Double_t *eyh=0)
 TGraphAsymmErrors normal constructor. More...
 
 TGraphAsymmErrors (const TVectorF &vx, const TVectorF &vy, const TVectorF &vexl, const TVectorF &vexh, const TVectorF &veyl, const TVectorF &veyh)
 Constructor with six vectors of floats in input A grapherrors is built with the X coordinates taken from vx and Y coord from vy and the errors from vectors vexl/h and veyl/h. More...
 
 TGraphAsymmErrors (const TVectorD &vx, const TVectorD &vy, const TVectorD &vexl, const TVectorD &vexh, const TVectorD &veyl, const TVectorD &veyh)
 Constructor with six vectors of doubles in input A grapherrors is built with the X coordinates taken from vx and Y coord from vy and the errors from vectors vexl/h and veyl/h. More...
 
 TGraphAsymmErrors (const TGraphAsymmErrors &gr)
 TGraphAsymmErrors copy constructor. More...
 
TGraphAsymmErrorsoperator= (const TGraphAsymmErrors &gr)
 TGraphAsymmErrors assignment operator. More...
 
 TGraphAsymmErrors (const TH1 *h)
 TGraphAsymmErrors constructor importing its parameters from the TH1 object passed as argument the low and high errors are set to the bin error of the histogram. More...
 
 TGraphAsymmErrors (const TH1 *pass, const TH1 *total, Option_t *option="")
 Creates a TGraphAsymmErrors by dividing two input TH1 histograms: pass/total. More...
 
virtual ~TGraphAsymmErrors ()
 TGraphAsymmErrors default destructor. More...
 
virtual void Apply (TF1 *f)
 apply a function to all data points y = f(x,y) More...
 
virtual void BayesDivide (const TH1 *pass, const TH1 *total, Option_t *opt="")
 This function is only kept for backward compatibility. More...
 
virtual void Divide (const TH1 *pass, const TH1 *total, Option_t *opt="cp")
 Fill this TGraphAsymmErrors by dividing two 1-dimensional histograms pass/total. More...
 
virtual void ComputeRange (Double_t &xmin, Double_t &ymin, Double_t &xmax, Double_t &ymax) const
 Compute Range. More...
 
Double_t GetErrorX (Int_t bin) const
 This function is called by GraphFitChisquare. More...
 
Double_t GetErrorY (Int_t bin) const
 This function is called by GraphFitChisquare. More...
 
Double_t GetErrorXlow (Int_t i) const
 Get low error on X. More...
 
Double_t GetErrorXhigh (Int_t i) const
 Get high error on X. More...
 
Double_t GetErrorYlow (Int_t i) const
 Get low error on Y. More...
 
Double_t GetErrorYhigh (Int_t i) const
 Get high error on Y. More...
 
Double_tGetEXlow () const
 
Double_tGetEXhigh () const
 
Double_tGetEYlow () const
 
Double_tGetEYhigh () const
 
virtual Int_t Merge (TCollection *list)
 Adds all graphs with asymmetric errors from the collection to this graph. More...
 
virtual void Print (Option_t *chopt="") const
 Print graph and errors values. More...
 
virtual void SavePrimitive (std::ostream &out, Option_t *option="")
 Save primitive as a C++ statement(s) on output stream out. More...
 
virtual void SetPointError (Double_t exl, Double_t exh, Double_t eyl, Double_t eyh)
 Set ex and ey values for point pointed by the mouse. More...
 
virtual void SetPointError (Int_t i, Double_t exl, Double_t exh, Double_t eyl, Double_t eyh)
 Set ex and ey values for point number i. More...
 
virtual void SetPointEXlow (Int_t i, Double_t exl)
 Set EXlow for point i. More...
 
virtual void SetPointEXhigh (Int_t i, Double_t exh)
 Set EXhigh for point i. More...
 
virtual void SetPointEYlow (Int_t i, Double_t eyl)
 Set EYlow for point i. More...
 
virtual void SetPointEYhigh (Int_t i, Double_t eyh)
 Set EYhigh for point i. More...
 
- Public Member Functions inherited from TGraph
 TGraph ()
 
 TGraph (Int_t n)
 Constructor with only the number of points set the arrays x and y will be set later. More...
 
 TGraph (Int_t n, const Int_t *x, const Int_t *y)
 Graph normal constructor with ints. More...
 
 TGraph (Int_t n, const Float_t *x, const Float_t *y)
 Graph normal constructor with floats. More...
 
 TGraph (Int_t n, const Double_t *x, const Double_t *y)
 Graph normal constructor with doubles. More...
 
 TGraph (const TGraph &gr)
 Copy constructor for this graph. More...
 
TGraphoperator= (const TGraph &)
 Equal operator for this graph. More...
 
 TGraph (const TVectorF &vx, const TVectorF &vy)
 Graph constructor with two vectors of floats in input A graph is build with the X coordinates taken from vx and Y coord from vy The number of points in the graph is the minimum of number of points in vx and vy. More...
 
 TGraph (const TVectorD &vx, const TVectorD &vy)
 Graph constructor with two vectors of doubles in input A graph is build with the X coordinates taken from vx and Y coord from vy The number of points in the graph is the minimum of number of points in vx and vy. More...
 
 TGraph (const TH1 *h)
 Graph constructor importing its parameters from the TH1 object passed as argument. More...
 
 TGraph (const TF1 *f, Option_t *option="")
 Graph constructor importing its parameters from the TF1 object passed as argument. More...
 
 TGraph (const char *filename, const char *format="%lg %lg", Option_t *option="")
 Graph constructor reading input from filename. More...
 
virtual ~TGraph ()
 Graph default destructor. More...
 
virtual void Browse (TBrowser *b)
 Browse. More...
 
virtual Double_t Chisquare (TF1 *f1, Option_t *option="") const
 Return the chisquare of this graph with respect to f1. More...
 
virtual Int_t DistancetoPrimitive (Int_t px, Int_t py)
 Compute distance from point px,py to a graph. More...
 
virtual void Draw (Option_t *chopt="")
 Draw this graph with its current attributes. More...
 
virtual void DrawGraph (Int_t n, const Int_t *x, const Int_t *y, Option_t *option="")
 Draw this graph with new attributes. More...
 
virtual void DrawGraph (Int_t n, const Float_t *x, const Float_t *y, Option_t *option="")
 Draw this graph with new attributes. More...
 
virtual void DrawGraph (Int_t n, const Double_t *x=0, const Double_t *y=0, Option_t *option="")
 Draw this graph with new attributes. More...
 
virtual void DrawPanel ()
 Display a panel with all graph drawing options. More...
 
virtual Double_t Eval (Double_t x, TSpline *spline=0, Option_t *option="") const
 Interpolate points in this graph at x using a TSpline -if spline==0 and option="" a linear interpolation between the two points close to x is computed. More...
 
virtual void ExecuteEvent (Int_t event, Int_t px, Int_t py)
 Execute action corresponding to one event. More...
 
virtual void Expand (Int_t newsize)
 If array sizes <= newsize, expand storage to 2*newsize. More...
 
virtual void Expand (Int_t newsize, Int_t step)
 If graph capacity is less than newsize points then make array sizes equal to least multiple of step to contain newsize points. More...
 
virtual TObjectFindObject (const char *name) const
 Search object named name in the list of functions. More...
 
virtual TObjectFindObject (const TObject *obj) const
 Search object obj in the list of functions. More...
 
virtual TFitResultPtr Fit (const char *formula, Option_t *option="", Option_t *goption="", Axis_t xmin=0, Axis_t xmax=0)
 Fit this graph with function with name fname. More...
 
virtual TFitResultPtr Fit (TF1 *f1, Option_t *option="", Option_t *goption="", Axis_t xmin=0, Axis_t xmax=0)
 Fit this graph with function f1. More...
 
virtual void FitPanel ()
 Display a GUI panel with all graph fit options. More...
 
Bool_t GetEditable () const
 Return kTRUE if kNotEditable bit is not set, kFALSE otherwise. More...
 
TF1GetFunction (const char *name) const
 Return pointer to function with name. More...
 
TH1FGetHistogram () const
 Returns a pointer to the histogram used to draw the axis Takes into account the two following cases. More...
 
TListGetListOfFunctions () const
 
virtual Double_t GetCorrelationFactor () const
 Return graph correlation factor. More...
 
virtual Double_t GetCovariance () const
 Return covariance of vectors x,y. More...
 
virtual Double_t GetMean (Int_t axis=1) const
 Return mean value of X (axis=1) or Y (axis=2) More...
 
virtual Double_t GetRMS (Int_t axis=1) const
 Return RMS of X (axis=1) or Y (axis=2) More...
 
Int_t GetMaxSize () const
 
Int_t GetN () const
 
Double_tGetX () const
 
Double_tGetY () const
 
virtual Double_tGetEX () const
 
virtual Double_tGetEY () const
 
virtual Double_tGetEXlowd () const
 
virtual Double_tGetEXhighd () const
 
virtual Double_tGetEYlowd () const
 
virtual Double_tGetEYhighd () const
 
Double_t GetMaximum () const
 
Double_t GetMinimum () const
 
TAxisGetXaxis () const
 Get x axis of the graph. More...
 
TAxisGetYaxis () const
 Get y axis of the graph. More...
 
virtual Int_t GetPoint (Int_t i, Double_t &x, Double_t &y) const
 Get x and y values for point number i. More...
 
virtual void InitExpo (Double_t xmin=0, Double_t xmax=0)
 Compute Initial values of parameters for an exponential. More...
 
virtual void InitGaus (Double_t xmin=0, Double_t xmax=0)
 Compute Initial values of parameters for a gaussian. More...
 
virtual void InitPolynom (Double_t xmin=0, Double_t xmax=0)
 Compute Initial values of parameters for a polynom. More...
 
virtual Int_t InsertPoint ()
 Insert a new point at the mouse position. More...
 
virtual Double_t Integral (Int_t first=0, Int_t last=-1) const
 Integrate the TGraph data within a given (index) range. More...
 
virtual Bool_t IsEditable () const
 
virtual Int_t IsInside (Double_t x, Double_t y) const
 Return 1 if the point (x,y) is inside the polygon defined by the graph vertices 0 otherwise. More...
 
virtual void LeastSquareFit (Int_t m, Double_t *a, Double_t xmin=0, Double_t xmax=0)
 Least squares polynomial fitting without weights. More...
 
virtual void LeastSquareLinearFit (Int_t n, Double_t &a0, Double_t &a1, Int_t &ifail, Double_t xmin=0, Double_t xmax=0)
 Least square linear fit without weights. More...
 
virtual void Paint (Option_t *chopt="")
 Draw this graph with its current attributes. More...
 
void PaintGraph (Int_t npoints, const Double_t *x, const Double_t *y, Option_t *chopt)
 Draw the (x,y) as a graph. More...
 
void PaintGrapHist (Int_t npoints, const Double_t *x, const Double_t *y, Option_t *chopt)
 Draw the (x,y) as a histogram. More...
 
virtual void PaintStats (TF1 *fit)
 Draw the stats. More...
 
virtual void RecursiveRemove (TObject *obj)
 Recursively remove object from the list of functions. More...
 
virtual Int_t RemovePoint ()
 Delete point close to the mouse position. More...
 
virtual Int_t RemovePoint (Int_t ipoint)
 Delete point number ipoint. More...
 
virtual void SetEditable (Bool_t editable=kTRUE)
 if editable=kFALSE, the graph cannot be modified with the mouse by default a TGraph is editable More...
 
virtual void SetHistogram (TH1F *h)
 
virtual void SetMaximum (Double_t maximum=-1111)
 Set the maximum of the graph. More...
 
virtual void SetMinimum (Double_t minimum=-1111)
 Set the minimum of the graph. More...
 
virtual void Set (Int_t n)
 Set number of points in the graph Existing coordinates are preserved New coordinates above fNpoints are preset to 0. More...
 
virtual void SetPoint (Int_t i, Double_t x, Double_t y)
 Set x and y values for point number i. More...
 
virtual void SetTitle (const char *title="")
 Set graph title. More...
 
virtual void Sort (Bool_t(*greater)(const TGraph *, Int_t, Int_t)=&TGraph::CompareX, Bool_t ascending=kTRUE, Int_t low=0, Int_t high=-1111)
 Sorts the points of this TGraph using in-place quicksort (see e.g. More...
 
virtual void UseCurrentStyle ()
 Set current style settings in this graph This function is called when either TCanvas::UseCurrentStyle or TROOT::ForceStyle have been invoked. More...
 
void Zero (Int_t &k, Double_t AZ, Double_t BZ, Double_t E2, Double_t &X, Double_t &Y, Int_t maxiterations)
 Find zero of a continuous function. More...
 
- Public Member Functions inherited from TNamed
 TNamed ()
 
 TNamed (const char *name, const char *title)
 
 TNamed (const TString &name, const TString &title)
 
 TNamed (const TNamed &named)
 
TNamedoperator= (const TNamed &rhs)
 TNamed assignment operator. More...
 
virtual ~TNamed ()
 
virtual void Clear (Option_t *option="")
 Set name and title to empty strings (""). More...
 
virtual TObjectClone (const char *newname="") const
 Make a clone of an object using the Streamer facility. More...
 
virtual Int_t Compare (const TObject *obj) const
 Compare two TNamed objects. More...
 
virtual void Copy (TObject &named) const
 Copy this to obj. More...
 
virtual void FillBuffer (char *&buffer)
 Encode TNamed into output buffer. More...
 
virtual const char * GetName () const
 Returns name of object. More...
 
virtual const char * GetTitle () const
 Returns title of object. More...
 
virtual ULong_t Hash () const
 Return hash value for this object. More...
 
virtual Bool_t IsSortable () const
 
virtual void SetName (const char *name)
 Change (i.e. More...
 
virtual void SetNameTitle (const char *name, const char *title)
 Change (i.e. set) all the TNamed parameters (name and title). More...
 
virtual void ls (Option_t *option="") const
 List TNamed name and title. More...
 
virtual Int_t Sizeof () const
 Return size of the TNamed part of the TObject. More...
 
- Public Member Functions inherited from TObject
 TObject ()
 
 TObject (const TObject &object)
 TObject copy ctor. More...
 
TObjectoperator= (const TObject &rhs)
 TObject assignment operator. More...
 
virtual ~TObject ()
 TObject destructor. More...
 
virtual void AppendPad (Option_t *option="")
 Append graphics object to current pad. More...
 
virtual const char * ClassName () const
 Returns name of class to which the object belongs. More...
 
virtual void Delete (Option_t *option="")
 Delete this object. More...
 
virtual void DrawClass () const
 Draw class inheritance tree of the class to which this object belongs. More...
 
virtual TObjectDrawClone (Option_t *option="") const
 Draw a clone of this object in the current pad. More...
 
virtual void Dump () const
 Dump contents of object on stdout. 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 Option_tGetDrawOption () const
 Get option used by the graphics system to draw this object. More...
 
virtual UInt_t GetUniqueID () const
 Return the unique object id. More...
 
virtual const char * GetIconName () const
 Returns mime type name of object. More...
 
virtual Option_tGetOption () const
 
virtual char * GetObjectInfo (Int_t px, Int_t py) const
 Returns string containing info about the object at position (px,py). More...
 
virtual Bool_t HandleTimer (TTimer *timer)
 Execute action in response of a timer timing out. 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...
 
virtual Bool_t IsFolder () const
 Returns kTRUE in case object contains browsable objects (like containers or lists of other objects). More...
 
virtual Bool_t IsEqual (const TObject *obj) const
 Default equal comparison (objects are equal if they have the same address in memory). More...
 
Bool_t IsOnHeap () const
 
Bool_t IsZombie () const
 
virtual Bool_t Notify ()
 This method must be overridden to handle object notification. More...
 
virtual void Pop ()
 Pop on object drawn in a pad to the top of the display list. More...
 
virtual Int_t Read (const char *name)
 Read contents of object with specified name from the current directory. More...
 
virtual void SaveAs (const char *filename="", Option_t *option="") const
 Save this object in the file specified by filename. 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 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...
 
voidoperator new (size_t sz)
 
voidoperator new[] (size_t sz)
 
voidoperator new (size_t sz, void *vp)
 
voidoperator new[] (size_t sz, void *vp)
 
void operator delete (void *ptr)
 Operator delete. More...
 
void operator delete[] (void *ptr)
 Operator delete []. More...
 
void SetBit (UInt_t f, Bool_t set)
 Set or unset the user status bits as specified in f. More...
 
void SetBit (UInt_t f)
 
void ResetBit (UInt_t f)
 
Bool_t TestBit (UInt_t f) const
 
Int_t TestBits (UInt_t f) const
 
void InvertBit (UInt_t f)
 
virtual void Info (const char *method, const char *msgfmt,...) const
 Issue info message. More...
 
virtual void Warning (const char *method, const char *msgfmt,...) const
 Issue warning message. More...
 
virtual void Error (const char *method, const char *msgfmt,...) const
 Issue error message. More...
 
virtual void SysError (const char *method, const char *msgfmt,...) const
 Issue system error message. More...
 
virtual void Fatal (const char *method, const char *msgfmt,...) const
 Issue fatal error message. 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...
 
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...
 
void Obsolete (const char *method, const char *asOfVers, const char *removedFromVers) const
 Use this method to declare a method obsolete. More...
 
- Public Member Functions inherited from TAttLine
 TAttLine ()
 AttLine default constructor. More...
 
 TAttLine (Color_t lcolor, Style_t lstyle, Width_t lwidth)
 AttLine normal constructor. More...
 
virtual ~TAttLine ()
 AttLine destructor. More...
 
void Copy (TAttLine &attline) const
 Copy this line attributes to a new TAttLine. More...
 
Int_t DistancetoLine (Int_t px, Int_t py, Double_t xp1, Double_t yp1, Double_t xp2, Double_t yp2)
 Compute distance from point px,py to a line. More...
 
virtual Color_t GetLineColor () const
 
virtual Style_t GetLineStyle () const
 
virtual Width_t GetLineWidth () const
 
virtual void Modify ()
 Change current line attributes if necessary. More...
 
virtual void ResetAttLine (Option_t *option="")
 Reset this line attributes to default values. More...
 
virtual void SaveLineAttributes (std::ostream &out, const char *name, Int_t coldef=1, Int_t stydef=1, Int_t widdef=1)
 Save line attributes as C++ statement(s) on output stream out. More...
 
virtual void SetLineAttributes ()
 Invoke the DialogCanvas Line attributes. More...
 
virtual void SetLineColor (Color_t lcolor)
 
virtual void SetLineColorAlpha (Color_t lcolor, Float_t lalpha)
 Set a transparent line color. More...
 
virtual void SetLineStyle (Style_t lstyle)
 
virtual void SetLineWidth (Width_t lwidth)
 
 ClassDef (TAttLine, 2)
 
- Public Member Functions inherited from TAttFill
 TAttFill ()
 
 TAttFill (Color_t fcolor, Style_t fstyle)
 AttFill normal constructor. More...
 
virtual ~TAttFill ()
 AttFill destructor. More...
 
void Copy (TAttFill &attfill) const
 Copy this fill attributes to a new TAttFill. More...
 
virtual Color_t GetFillColor () const
 
virtual Style_t GetFillStyle () const
 
virtual Bool_t IsTransparent () const
 
virtual void Modify ()
 Change current fill area attributes if necessary. More...
 
virtual void ResetAttFill (Option_t *option="")
 Reset this fill attributes to default values. More...
 
virtual void SaveFillAttributes (std::ostream &out, const char *name, Int_t coldef=1, Int_t stydef=1001)
 Save fill attributes as C++ statement(s) on output stream out. More...
 
virtual void SetFillAttributes ()
 Invoke the DialogCanvas Fill attributes. More...
 
virtual void SetFillColor (Color_t fcolor)
 
virtual void SetFillColorAlpha (Color_t fcolor, Float_t falpha)
 Set a transparent fill color. More...
 
virtual void SetFillStyle (Style_t fstyle)
 
- Public Member Functions inherited from TAttMarker
 TAttMarker ()
 
 TAttMarker (Color_t color, Style_t style, Size_t msize)
 TAttMarker normal constructor. More...
 
virtual ~TAttMarker ()
 TAttMarker destructor. More...
 
void Copy (TAttMarker &attmarker) const
 Copy this marker attributes to a new TAttMarker. More...
 
virtual Color_t GetMarkerColor () const
 
virtual Style_t GetMarkerStyle () const
 
virtual Size_t GetMarkerSize () const
 
virtual void Modify ()
 Change current marker attributes if necessary. More...
 
virtual void ResetAttMarker (Option_t *toption="")
 Reset this marker attributes to the default values. More...
 
virtual void SaveMarkerAttributes (std::ostream &out, const char *name, Int_t coldef=1, Int_t stydef=1, Int_t sizdef=1)
 Save line attributes as C++ statement(s) on output stream out. More...
 
virtual void SetMarkerAttributes ()
 Invoke the DialogCanvas Marker attributes. More...
 
virtual void SetMarkerColor (Color_t mcolor=1)
 
virtual void SetMarkerColorAlpha (Color_t mcolor, Float_t malpha)
 Set a transparent marker color. More...
 
virtual void SetMarkerStyle (Style_t mstyle=1)
 
virtual void SetMarkerSize (Size_t msize=1)
 
 ClassDef (TAttMarker, 2)
 

Protected Member Functions

virtual void SwapPoints (Int_t pos1, Int_t pos2)
 Swap points. More...
 
virtual Double_t ** Allocate (Int_t size)
 
virtual void CopyAndRelease (Double_t **newarrays, Int_t ibegin, Int_t iend, Int_t obegin)
 Copy and release. More...
 
virtual Bool_t CopyPoints (Double_t **arrays, Int_t ibegin, Int_t iend, Int_t obegin)
 Copy errors from fE*** to arrays[***] or to f*** Copy points. More...
 
Bool_t CtorAllocate ()
 Should be called from ctors after fNpoints has been set Note: This function should be called only from the constructor since it does not delete previously existing arrays. More...
 
virtual void FillZero (Int_t begin, Int_t end, Bool_t from_ctor=kTRUE)
 Set zero values for point arrays in the range [begin, end) More...
 
virtual Bool_t DoMerge (const TGraph *g)
 protected function to perform the merge operation of a graph with asymmetric errors More...
 
- Protected Member Functions inherited from TGraph
Double_t ** AllocateArrays (Int_t Narrays, Int_t arraySize)
 Allocate arrays. More...
 
Bool_t CtorAllocate ()
 In constructors set fNpoints than call this method. More...
 
Double_t ** ExpandAndCopy (Int_t size, Int_t iend)
 if size > fMaxSize allocate new arrays of 2*size points and copy iend first points. More...
 
Double_t ** ShrinkAndCopy (Int_t size, Int_t iend)
 if size*2 <= fMaxSize allocate new arrays of size points, copy points [0,oend). More...
 
- Protected Member Functions inherited from TObject
void MakeZombie ()
 
virtual void DoError (int level, const char *location, const char *fmt, va_list va) const
 Interface to ErrorHandler (protected). More...
 

Protected Attributes

Double_tfEXlow
 
Double_tfEXhigh
 
Double_tfEYlow
 
Double_tfEYhigh
 
- Protected Attributes inherited from TGraph
Int_t fMaxSize
 
Int_t fNpoints
 Current dimension of arrays fX and fY. More...
 
Double_tfX
 
Double_tfY
 
TListfFunctions
 
TH1FfHistogram
 
Double_t fMinimum
 
Double_t fMaximum
 
- Protected Attributes inherited from TNamed
TString fName
 
TString fTitle
 
- Protected Attributes inherited from TAttLine
Color_t fLineColor
 
Style_t fLineStyle
 
Width_t fLineWidth
 
- Protected Attributes inherited from TAttFill
Color_t fFillColor
 
Style_t fFillStyle
 
- Protected Attributes inherited from TAttMarker
Color_t fMarkerColor
 
Style_t fMarkerStyle
 
Size_t fMarkerSize
 

Additional Inherited Members

- Public Types inherited from TGraph
enum  { kClipFrame = BIT(10), kNotEditable = BIT(18) }
 
- Public Types inherited from TObject
enum  EStatusBits {
  kCanDelete = BIT(0), kMustCleanup = BIT(3), kObjInCanvas = BIT(3), kIsReferenced = BIT(4),
  kHasUUID = BIT(5), kCannotPick = BIT(6), kNoContextMenu = BIT(8), kInvalidObject = BIT(13)
}
 
enum  { kIsOnHeap = 0x01000000, kNotDeleted = 0x02000000, kZombie = 0x04000000, kBitMask = 0x00ffffff }
 
enum  { kSingleKey = BIT(0), kOverwrite = BIT(1), kWriteDelete = BIT(2) }
 
- Static Public Member Functions inherited from TGraph
static Bool_t CompareArg (const TGraph *gr, Int_t left, Int_t right)
 Return kTRUE if point number "left"'s argument (angle with respect to positive x-axis) is bigger than that of point number "right". More...
 
static Bool_t CompareX (const TGraph *gr, Int_t left, Int_t right)
 Return kTRUE if fX[left] > fX[right]. Can be used by Sort. More...
 
static Bool_t CompareY (const TGraph *gr, Int_t left, Int_t right)
 Return kTRUE if fY[left] > fY[right]. Can be used by Sort. More...
 
static Bool_t CompareRadius (const TGraph *gr, Int_t left, Int_t right)
 Return kTRUE if point number "left"'s distance to origin is bigger than that of point number "right". More...
 
- Static Public Member Functions inherited from TObject
static Long_t GetDtorOnly ()
 Return destructor only flag. More...
 
static void SetDtorOnly (void *obj)
 Set destructor only flag. More...
 
static Bool_t GetObjectStat ()
 Get status of object stat flag. More...
 
static void SetObjectStat (Bool_t stat)
 Turn on/off tracking of objects in the TObjectTable. More...
 
- Static Protected Member Functions inherited from TGraph
static void SwapValues (Double_t *arr, Int_t pos1, Int_t pos2)
 Swap values. More...
 

#include <TGraphAsymmErrors.h>

Inheritance diagram for TGraphAsymmErrors:
[legend]

Constructor & Destructor Documentation

TGraphAsymmErrors::TGraphAsymmErrors ( )
TGraphAsymmErrors::TGraphAsymmErrors ( Int_t  n)

TGraphAsymmErrors normal constructor.

the arrays are preset to zero

Definition at line 122 of file TGraphAsymmErrors.cxx.

TGraphAsymmErrors::TGraphAsymmErrors ( Int_t  n,
const Float_t x,
const Float_t y,
const Float_t exl = 0,
const Float_t exh = 0,
const Float_t eyl = 0,
const Float_t eyh = 0 
)

TGraphAsymmErrors normal constructor.

if exl,h or eyl,h are null, the corresponding arrays are preset to zero

Definition at line 135 of file TGraphAsymmErrors.cxx.

TGraphAsymmErrors::TGraphAsymmErrors ( Int_t  n,
const Double_t x,
const Double_t y,
const Double_t exl = 0,
const Double_t exh = 0,
const Double_t eyl = 0,
const Double_t eyh = 0 
)

TGraphAsymmErrors normal constructor.

if exl,h or eyl,h are null, the corresponding arrays are preset to zero

Definition at line 158 of file TGraphAsymmErrors.cxx.

TGraphAsymmErrors::TGraphAsymmErrors ( const TVectorF vx,
const TVectorF vy,
const TVectorF vexl,
const TVectorF vexh,
const TVectorF veyl,
const TVectorF veyh 
)

Constructor with six vectors of floats in input A grapherrors is built with the X coordinates taken from vx and Y coord from vy and the errors from vectors vexl/h and veyl/h.

The number of points in the graph is the minimum of number of points in vx and vy.

Definition at line 182 of file TGraphAsymmErrors.cxx.

TGraphAsymmErrors::TGraphAsymmErrors ( const TVectorD vx,
const TVectorD vy,
const TVectorD vexl,
const TVectorD vexh,
const TVectorD veyl,
const TVectorD veyh 
)

Constructor with six vectors of doubles in input A grapherrors is built with the X coordinates taken from vx and Y coord from vy and the errors from vectors vexl/h and veyl/h.

The number of points in the graph is the minimum of number of points in vx and vy.

Definition at line 212 of file TGraphAsymmErrors.cxx.

TGraphAsymmErrors::TGraphAsymmErrors ( const TGraphAsymmErrors gr)

TGraphAsymmErrors copy constructor.

Definition at line 81 of file TGraphAsymmErrors.cxx.

TGraphAsymmErrors::TGraphAsymmErrors ( const TH1 h)

TGraphAsymmErrors constructor importing its parameters from the TH1 object passed as argument the low and high errors are set to the bin error of the histogram.

Definition at line 239 of file TGraphAsymmErrors.cxx.

TGraphAsymmErrors::TGraphAsymmErrors ( const TH1 pass,
const TH1 total,
Option_t option = "" 
)

Creates a TGraphAsymmErrors by dividing two input TH1 histograms: pass/total.

(see TGraphAsymmErrors::Divide)

Definition at line 257 of file TGraphAsymmErrors.cxx.

TGraphAsymmErrors::~TGraphAsymmErrors ( )
virtual

TGraphAsymmErrors default destructor.

Definition at line 283 of file TGraphAsymmErrors.cxx.

Member Function Documentation

Double_t ** TGraphAsymmErrors::Allocate ( Int_t  size)
inlineprotectedvirtual

Reimplemented from TGraph.

Definition at line 88 of file TGraphAsymmErrors.h.

void TGraphAsymmErrors::Apply ( TF1 f)
virtual

apply a function to all data points y = f(x,y)

Errors are calculated as eyh = f(x,y+eyh)-f(x,y) and eyl = f(x,y)-f(x,y-eyl)

Special treatment has to be applied for the functions where the role of "up" and "down" is reversed. function suggested/implemented by Miroslav Helbich helbi.nosp@m.ch@m.nosp@m.ail.d.nosp@m.esy..nosp@m.de

Reimplemented from TGraph.

Definition at line 303 of file TGraphAsymmErrors.cxx.

void TGraphAsymmErrors::BayesDivide ( const TH1 pass,
const TH1 total,
Option_t opt = "" 
)
virtual

This function is only kept for backward compatibility.

You should rather use the Divide method. It calls Divide(pass,total,"cl=0.683 b(1,1) mode") which is equivalent to the former BayesDivide method.

Definition at line 344 of file TGraphAsymmErrors.cxx.

void TGraphAsymmErrors::ComputeRange ( Double_t xmin,
Double_t ymin,
Double_t xmax,
Double_t ymax 
) const
virtual

Compute Range.

Reimplemented from TGraph.

Definition at line 774 of file TGraphAsymmErrors.cxx.

void TGraphAsymmErrors::CopyAndRelease ( Double_t **  newarrays,
Int_t  ibegin,
Int_t  iend,
Int_t  obegin 
)
protectedvirtual

Copy and release.

Reimplemented from TGraph.

Definition at line 804 of file TGraphAsymmErrors.cxx.

Bool_t TGraphAsymmErrors::CopyPoints ( Double_t **  arrays,
Int_t  ibegin,
Int_t  iend,
Int_t  obegin 
)
protectedvirtual

Copy errors from fE*** to arrays[***] or to f*** Copy points.

Reimplemented from TGraph.

Definition at line 830 of file TGraphAsymmErrors.cxx.

Referenced by CopyAndRelease().

Bool_t TGraphAsymmErrors::CtorAllocate ( void  )
protected

Should be called from ctors after fNpoints has been set Note: This function should be called only from the constructor since it does not delete previously existing arrays.

Definition at line 858 of file TGraphAsymmErrors.cxx.

Referenced by operator=(), and TGraphAsymmErrors().

void TGraphAsymmErrors::Divide ( const TH1 pass,
const TH1 total,
Option_t opt = "cp" 
)
virtual

Fill this TGraphAsymmErrors by dividing two 1-dimensional histograms pass/total.

This method serves two purposes:

1) calculating efficiencies:

The assumption is that the entries in "pass" are a subset of those in "total". That is, we create an "efficiency" graph, where each entry is between 0 and 1, inclusive.

If the histograms are not filled with unit weights, the number of effective entries is used to normalise the bin contents which might lead to wrong results. Begin_Latex effective entries = #frac{(#sum w_{i})^{2}}{#sum w_{i}^{2}}End_Latex

The points are assigned a x value at the center of each histogram bin. The y values are Begin_Latex eff = #frac{pass}{total} End_Latex for all options except for the bayesian methods where the result depends on the chosen option.

If the denominator becomes 0 or pass > total, the corresponding bin is skipped.

2) calculating ratios of two Poisson means (option 'pois'):

The two histograms are interpreted as independent Poisson processes and the ratio Begin_Latex #tau = #frac{n_{1}}{n_{2}} = #frac{#varepsilon}{1 - #varepsilon} with #varepsilon = #frac{n_{1}}{n_{1} + n_{2}} End_Latex The histogram 'pass' is interpreted as n_{1} and the total histogram is used for n_{2}

The (asymmetric) uncertainties of the Poisson ratio are linked to the uncertainties of efficiency by a parameter transformation: Begin_Latex #Delta #tau_{low/up} = #frac{1}{(1 - #varepsilon)^{2}} #Delta #varepsilon_{low/up} End_Latex

The x errors span each histogram bin (lowedge ... lowedge+width) The y errors depend on the chosen statistic methode which can be determined by the options given below. For a detailed description of the used statistic calculations please have a look at the corresponding functions!

Options:

  • v : verbose mode: prints information about the number of used bins and calculated efficiencies with their errors
  • cl=x : determine the used confidence level (0<x<1) (default is 0.683)
  • cp : Clopper-Pearson interval (see TEfficiency::ClopperPearson)
  • w : Wilson interval (see TEfficiency::Wilson)
  • n : normal approximation propagation (see TEfficiency::Normal)
  • ac : Agresti-Coull interval (see TEfficiency::AgrestiCoull)
  • fc : Feldman-Cousins interval (see TEfficiency::FeldmanCousinsInterval)
  • midp : Lancaster mid-P interval (see TEfficiency::MidPInterval)
  • b(a,b): bayesian interval using a prior probability ~Beta(a,b); a,b > 0 (see TEfficiency::Bayesian)
  • mode : use mode of posterior for Bayesian interval (default is mean)
  • shortest: use shortest interval (done by default if mode is set)
  • central: use central interval (done by default if mode is NOT set)
  • pois: interpret histograms as poisson ratio instead of efficiency
  • e0 : plot (in Bayesian case) efficiency and interval for bins where total=0 (default is to skip them)

Note: Unfortunately there is no straightforward approach for determining a confidence interval for a given confidence level. The actual coverage probability of the confidence interval oscillates significantly according to the total number of events and the true efficiency. In order to decrease the impact of this oscillation on the actual coverage probability a couple of approximations and methodes has been developped. For a detailed discussion, please have a look at this statistical paper: <a href="http://www-stat.wharton.upenn.edu/~tcai/paper/Binomial-StatSci.pdf"

http://www-stat.wharton.upenn.edu/~tcai/paper/Binomial-StatSci.pdf

Definition at line 419 of file TGraphAsymmErrors.cxx.

Referenced by BayesDivide(), and TGraphAsymmErrors().

Bool_t TGraphAsymmErrors::DoMerge ( const TGraph g)
protectedvirtual

protected function to perform the merge operation of a graph with asymmetric errors

Reimplemented from TGraph.

Definition at line 874 of file TGraphAsymmErrors.cxx.

void TGraphAsymmErrors::FillZero ( Int_t  begin,
Int_t  end,
Bool_t  from_ctor = kTRUE 
)
protectedvirtual

Set zero values for point arrays in the range [begin, end)

Reimplemented from TGraph.

Definition at line 901 of file TGraphAsymmErrors.cxx.

Referenced by TGraphAsymmErrors().

Double_t TGraphAsymmErrors::GetErrorX ( Int_t  i) const
virtual

This function is called by GraphFitChisquare.

It returns the error along X at point i.

Reimplemented from TGraph.

Definition at line 919 of file TGraphAsymmErrors.cxx.

Referenced by RooHist::makeResidHist(), and RooHist::RooHist().

Double_t TGraphAsymmErrors::GetErrorXhigh ( Int_t  i) const
virtual

Get high error on X.

Reimplemented from TGraph.

Definition at line 948 of file TGraphAsymmErrors.cxx.

Referenced by Apply(), and RooHist::makeResidHist().

Double_t TGraphAsymmErrors::GetErrorXlow ( Int_t  i) const
virtual

Get low error on X.

Reimplemented from TGraph.

Definition at line 959 of file TGraphAsymmErrors.cxx.

Referenced by Apply(), and RooHist::makeResidHist().

Double_t TGraphAsymmErrors::GetErrorY ( Int_t  i) const
virtual

This function is called by GraphFitChisquare.

It returns the error along Y at point i.

Reimplemented from TGraph.

Definition at line 934 of file TGraphAsymmErrors.cxx.

Referenced by RooHist::RooHist().

Double_t TGraphAsymmErrors::GetErrorYhigh ( Int_t  i) const
virtual

Get high error on Y.

Reimplemented from TGraph.

Definition at line 970 of file TGraphAsymmErrors.cxx.

Referenced by Apply(), and RooHist::makeResidHist().

Double_t TGraphAsymmErrors::GetErrorYlow ( Int_t  i) const
virtual

Get low error on Y.

Reimplemented from TGraph.

Definition at line 981 of file TGraphAsymmErrors.cxx.

Referenced by Apply(), and RooHist::makeResidHist().

Double_t* TGraphAsymmErrors::GetEXhigh ( ) const
inlinevirtual

Reimplemented from TGraph.

Definition at line 72 of file TGraphAsymmErrors.h.

Referenced by RooCurve::chiSquare(), and TEfficiency::FillGraph().

Double_t* TGraphAsymmErrors::GetEXlow ( ) const
inlinevirtual

Reimplemented from TGraph.

Definition at line 71 of file TGraphAsymmErrors.h.

Referenced by RooCurve::chiSquare(), and TEfficiency::FillGraph().

Double_t* TGraphAsymmErrors::GetEYhigh ( ) const
inlinevirtual

Reimplemented from TGraph.

Definition at line 74 of file TGraphAsymmErrors.h.

Referenced by RooCurve::chiSquare(), and TEfficiency::FillGraph().

Double_t* TGraphAsymmErrors::GetEYlow ( ) const
inlinevirtual

Reimplemented from TGraph.

Definition at line 73 of file TGraphAsymmErrors.h.

Referenced by RooCurve::chiSquare(), and TEfficiency::FillGraph().

Int_t TGraphAsymmErrors::Merge ( TCollection li)
virtual

Adds all graphs with asymmetric errors from the collection to this graph.

Returns the total number of poins in the result or -1 in case of an error.

Reimplemented from TGraph.

Definition at line 993 of file TGraphAsymmErrors.cxx.

TGraphAsymmErrors & TGraphAsymmErrors::operator= ( const TGraphAsymmErrors gr)

TGraphAsymmErrors assignment operator.

Definition at line 96 of file TGraphAsymmErrors.cxx.

void TGraphAsymmErrors::Print ( Option_t chopt = "") const
virtual

Print graph and errors values.

Reimplemented from TGraph.

Reimplemented in RooHist.

Definition at line 1026 of file TGraphAsymmErrors.cxx.

Referenced by Divide().

void TGraphAsymmErrors::SavePrimitive ( std::ostream &  out,
Option_t option = "" 
)
virtual

Save primitive as a C++ statement(s) on output stream out.

Reimplemented from TGraph.

Definition at line 1038 of file TGraphAsymmErrors.cxx.

void TGraphAsymmErrors::SetPointError ( Double_t  exl,
Double_t  exh,
Double_t  eyl,
Double_t  eyh 
)
virtual
void TGraphAsymmErrors::SetPointError ( Int_t  i,
Double_t  exl,
Double_t  exh,
Double_t  eyl,
Double_t  eyh 
)
virtual

Set ex and ey values for point number i.

Definition at line 1147 of file TGraphAsymmErrors.cxx.

void TGraphAsymmErrors::SetPointEXhigh ( Int_t  i,
Double_t  exh 
)
virtual

Set EXhigh for point i.

Definition at line 1178 of file TGraphAsymmErrors.cxx.

void TGraphAsymmErrors::SetPointEXlow ( Int_t  i,
Double_t  exl 
)
virtual

Set EXlow for point i.

Definition at line 1164 of file TGraphAsymmErrors.cxx.

void TGraphAsymmErrors::SetPointEYhigh ( Int_t  i,
Double_t  eyh 
)
virtual

Set EYhigh for point i.

Definition at line 1206 of file TGraphAsymmErrors.cxx.

Referenced by RooStats::HypoTestInverterPlot::MakeExpectedPlot().

void TGraphAsymmErrors::SetPointEYlow ( Int_t  i,
Double_t  eyl 
)
virtual

Set EYlow for point i.

Definition at line 1192 of file TGraphAsymmErrors.cxx.

Referenced by RooStats::HypoTestInverterPlot::MakeExpectedPlot().

void TGraphAsymmErrors::SwapPoints ( Int_t  pos1,
Int_t  pos2 
)
protectedvirtual

Swap points.

Reimplemented from TGraph.

Definition at line 1272 of file TGraphAsymmErrors.cxx.

Member Data Documentation

Double_t* TGraphAsymmErrors::fEXhigh
protected
Double_t* TGraphAsymmErrors::fEXlow
protected
Double_t* TGraphAsymmErrors::fEYhigh
protected
Double_t* TGraphAsymmErrors::fEYlow
protected
Collaboration diagram for TGraphAsymmErrors:
[legend]

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