rf310_sliceplot.C File Reference

Detailed Description

'MULTIDIMENSIONAL MODELS' RooFit tutorial macro #309

Projecting p.d.f and data slices in discrete observables

Processing /mnt/build/workspace/root-makedoc-v614/rootspi/rdoc/src/v6-14-00-patches/tutorials/roofit/rf310_sliceplot.C...

RooFit v3.60 -- Developed by Wouter Verkerke and David Kirkby 
                Copyright (C) 2000-2013 NIKHEF, University of California & Stanford University
                All rights reserved, please read http://roofit.sourceforge.net/license.txt

[#1] INFO:Plotting -- RooAbsReal::plotOn(bmix) plot on dt integrates over variables (tagFlav,mixState)
[#1] INFO:Plotting -- RooTreeData::plotOn: plotting 3787 events out of 20000 total events
[#1] INFO:Plotting -- RooAbsReal::plotOn(bmix) plot on dt represents a slice in (mixState)
[#1] INFO:Plotting -- RooAbsReal::plotOn(bmix) plot on dt integrates over variables (tagFlav)
[#1] INFO:Plotting -- RooTreeData::plotOn: plotting 16213 events out of 20000 total events
[#1] INFO:Plotting -- RooAbsReal::plotOn(bmix) plot on dt represents a slice in (mixState)
[#1] INFO:Plotting -- RooAbsReal::plotOn(bmix) plot on dt integrates over variables (tagFlav)

#include "RooRealVar.h"
#include "RooDataSet.h"
#include "RooGaussModel.h"
#include "RooDecay.h"
#include "RooBMixDecay.h"
#include "RooCategory.h"
#include "TCanvas.h"
#include "TAxis.h"
#include "RooPlot.h"
using namespace RooFit ;


void rf310_sliceplot()
{


   // C r e a t e   B   d e c a y   p d f   w it h   m i x i n g 
   // ----------------------------------------------------------

   // Decay time observables
   RooRealVar dt("dt","dt",-20,20) ;

   // Discrete observables mixState (B0tag==B0reco?) and tagFlav (B0tag==B0(bar)?)
   RooCategory mixState("mixState","B0/B0bar mixing state") ;
   RooCategory tagFlav("tagFlav","Flavour of the tagged B0") ;

   // Define state labels of discrete observables
   mixState.defineType("mixed",-1) ;
   mixState.defineType("unmixed",1) ;
   tagFlav.defineType("B0",1) ;
   tagFlav.defineType("B0bar",-1) ;

   // Model parameters
   RooRealVar dm("dm","delta m(B)",0.472,0.,1.0) ;
   RooRealVar tau("tau","B0 decay time",1.547,1.0,2.0) ;
   RooRealVar w("w","Flavor Mistag rate",0.03,0.0,1.0) ;
   RooRealVar dw("dw","Flavor Mistag rate difference between B0 and B0bar",0.01) ;

   // Build a gaussian resolution model
   RooRealVar bias1("bias1","bias1",0) ;
   RooRealVar sigma1("sigma1","sigma1",0.01) ;  
   RooGaussModel gm1("gm1","gauss model 1",dt,bias1,sigma1) ;

   // Construct a decay pdf, smeared with single gaussian resolution model
   RooBMixDecay bmix_gm1("bmix","decay",dt,mixState,tagFlav,tau,dm,w,dw,gm1,RooBMixDecay::DoubleSided) ;

   // Generate BMixing data with above set of event errors
   RooDataSet *data = bmix_gm1.generate(RooArgSet(dt,tagFlav,mixState),20000) ;



   // P l o t   f u l l   d e c a y   d i s t r i b u t i o n 
   // ----------------------------------------------------------

   // Create frame, plot data and pdf projection (integrated over tagFlav and mixState)
   RooPlot* frame = dt.frame(Title("Inclusive decay distribution")) ;
   data->plotOn(frame) ;
   bmix_gm1.plotOn(frame) ;



   // P l o t   d e c a y   d i s t r .   f o r   m i x e d   a n d   u n m i x e d   s l i c e   o f   m i x S t a t e
   // ------------------------------------------------------------------------------------------------------------------

   // Create frame, plot data (mixed only)
   RooPlot* frame2 = dt.frame(Title("Decay distribution of mixed events")) ;
   data->plotOn(frame2,Cut("mixState==mixState::mixed")) ;

   // Position slice in mixState at "mixed" and plot slice of pdf in mixstate over data (integrated over tagFlav)
   bmix_gm1.plotOn(frame2,Slice(mixState,"mixed")) ;

   // Create frame, plot data (unmixed only)
   RooPlot* frame3 = dt.frame(Title("Decay distribution of unmixed events")) ;
   data->plotOn(frame3,Cut("mixState==mixState::unmixed")) ;

   // Position slice in mixState at "unmixed" and plot slice of pdf in mixstate over data (integrated over tagFlav)
   bmix_gm1.plotOn(frame3,Slice(mixState,"unmixed")) ;



   TCanvas* c = new TCanvas("rf310_sliceplot","rf310_sliceplot",1200,400) ;
   c->Divide(3) ;
   c->cd(1) ; gPad->SetLeftMargin(0.15) ; frame->GetYaxis()->SetTitleOffset(1.4) ; gPad->SetLogy() ; frame->Draw() ;
   c->cd(2) ; gPad->SetLeftMargin(0.15) ; frame2->GetYaxis()->SetTitleOffset(1.4) ; gPad->SetLogy() ; frame2->Draw() ;
   c->cd(3) ; gPad->SetLeftMargin(0.15) ; frame3->GetYaxis()->SetTitleOffset(1.4) ; gPad->SetLogy() ; frame3->Draw() ;


}

Author

07/2008 - Wouter Verkerke

Definition in file rf310_sliceplot.C.