rf708_bphysics.C File Reference

Detailed Description

'SPECIAL PDFS' RooFit tutorial macro #708

Special decay pdf for B physics with mixing and/or CP violation

 
 
␛[1mRooFit v3.60 -- Developed by Wouter Verkerke and David Kirkby␛[0m 
                Copyright (C) 2000-2013 NIKHEF, University of California & Stanford University
                All rights reserved, please read http://roofit.sourceforge.net/license.txt
 
[#1] INFO:Plotting -- RooTreeData::plotOn: plotting 4542 events out of 10000 total events
[#1] INFO:Plotting -- RooAbsReal::plotOn(bmix) plot on dt represents a slice in (tagFlav)
[#1] INFO:Plotting -- RooAbsReal::plotOn(bmix) plot on dt integrates over variables (mixState)
[#1] INFO:Plotting -- RooTreeData::plotOn: plotting 5458 events out of 10000 total events
[#1] INFO:Plotting -- RooAbsReal::plotOn(bmix) plot on dt represents a slice in (tagFlav)
[#1] INFO:Plotting -- RooAbsReal::plotOn(bmix) plot on dt integrates over variables (mixState)
[#1] INFO:Plotting -- RooTreeData::plotOn: plotting 933 events out of 10000 total events
[#1] INFO:Plotting -- RooAbsReal::plotOn(bmix) plot on dt represents a slice in (mixState,tagFlav)
[#1] INFO:Plotting -- RooTreeData::plotOn: plotting 1461 events out of 10000 total events
[#1] INFO:Plotting -- RooAbsReal::plotOn(bmix) plot on dt represents a slice in (mixState,tagFlav)
[#1] INFO:Plotting -- RooTreeData::plotOn: plotting 3609 events out of 10000 total events
[#1] INFO:Plotting -- RooAbsReal::plotOn(bmix) plot on dt represents a slice in (mixState,tagFlav)
[#1] INFO:Plotting -- RooTreeData::plotOn: plotting 3997 events out of 10000 total events
[#1] INFO:Plotting -- RooAbsReal::plotOn(bmix) plot on dt represents a slice in (mixState,tagFlav)
[#1] INFO:Plotting -- RooTreeData::plotOn: plotting 4495 events out of 10000 total events
[#1] INFO:Plotting -- RooAbsReal::plotOn(bcp) plot on dt represents a slice in (tagFlav)
[#1] INFO:Plotting -- RooTreeData::plotOn: plotting 5505 events out of 10000 total events
[#1] INFO:Plotting -- RooAbsReal::plotOn(bcp) plot on dt represents a slice in (tagFlav)
[#1] INFO:Plotting -- RooTreeData::plotOn: plotting 3617 events out of 10000 total events
[#1] INFO:Plotting -- RooAbsReal::plotOn(bcp) plot on dt represents a slice in (tagFlav)
[#1] INFO:Plotting -- RooTreeData::plotOn: plotting 6383 events out of 10000 total events
[#1] INFO:Plotting -- RooAbsReal::plotOn(bcp) plot on dt represents a slice in (tagFlav)
[#1] INFO:Plotting -- RooTreeData::plotOn: plotting 4991 events out of 10000 total events
[#1] INFO:Plotting -- RooAbsReal::plotOn(bcpg) plot on dt represents a slice in (tagFlav)
[#1] INFO:Plotting -- RooTreeData::plotOn: plotting 5009 events out of 10000 total events
[#1] INFO:Plotting -- RooAbsReal::plotOn(bcpg) plot on dt represents a slice in (tagFlav)

 
 
#include "RooRealVar.h"
#include "RooDataSet.h"
#include "RooGaussian.h"
#include "RooConstVar.h"
#include "RooCategory.h"
#include "RooBMixDecay.h"
#include "RooBCPEffDecay.h"
#include "RooBDecay.h"
#include "RooFormulaVar.h"
#include "RooTruthModel.h"
#include "TCanvas.h"
#include "TAxis.h"
#include "RooPlot.h"
using namespace RooFit ;
 
void rf708_bphysics()
{
   // -------------------------------------
   // B - D e c a y   w i t h   m i x i n g
   // =====================================
 
   // C o n s t r u c t   p d f 
   // -------------------------
   
   // Observable
   RooRealVar dt("dt","dt",-10,10) ;
   dt.setBins(40) ;
 
   // Parameters
   RooRealVar dm("dm","delta m(B0)",0.472) ;
   RooRealVar tau("tau","tau (B0)",1.547) ;
   RooRealVar w("w","flavour mistag rate",0.1) ;
   RooRealVar dw("dw","delta mistag rate for B0/B0bar",0.1) ;
 
   RooCategory mixState("mixState","B0/B0bar mixing state") ;
   mixState.defineType("mixed",-1) ;
   mixState.defineType("unmixed",1) ;
 
   RooCategory tagFlav("tagFlav","Flavour of the tagged B0") ;
   tagFlav.defineType("B0",1) ;
   tagFlav.defineType("B0bar",-1) ;
 
   // Use delta function resolution model
   RooTruthModel truthModel("tm","truth model",dt) ;
 
   // Construct Bdecay with mixing
   RooBMixDecay bmix("bmix","decay",dt,mixState,tagFlav,tau,dm,w,dw,truthModel,RooBMixDecay::DoubleSided) ;
 
 
 
   // P l o t   p d f   i n   v a r i o u s   s l i c e s
   // ---------------------------------------------------
 
   // Generate some data
   RooDataSet* data = bmix.generate(RooArgSet(dt,mixState,tagFlav),10000) ;
 
   // Plot B0 and B0bar tagged data separately
   // For all plots below B0 and B0 tagged data will look somewhat differently
   // if the flavor tagging mistag rate for B0 and B0 is different (i.e. dw!=0)
   RooPlot* frame1 = dt.frame(Title("B decay distribution with mixing (B0/B0bar)")) ;
 
   data->plotOn(frame1,Cut("tagFlav==tagFlav::B0")) ;
   bmix.plotOn(frame1,Slice(tagFlav,"B0")) ;
 
   data->plotOn(frame1,Cut("tagFlav==tagFlav::B0bar"),MarkerColor(kCyan)) ;
   bmix.plotOn(frame1,Slice(tagFlav,"B0bar"),LineColor(kCyan)) ;
 
 
   // Plot mixed slice for B0 and B0bar tagged data separately
   RooPlot* frame2 = dt.frame(Title("B decay distribution of mixed events (B0/B0bar)")) ;
 
   data->plotOn(frame2,Cut("mixState==mixState::mixed&&tagFlav==tagFlav::B0")) ;
   bmix.plotOn(frame2,Slice(tagFlav,"B0"),Slice(mixState,"mixed")) ;
 
   data->plotOn(frame2,Cut("mixState==mixState::mixed&&tagFlav==tagFlav::B0bar"),MarkerColor(kCyan)) ;
   bmix.plotOn(frame2,Slice(tagFlav,"B0bar"),Slice(mixState,"mixed"),LineColor(kCyan)) ;
 
 
   // Plot unmixed slice for B0 and B0bar tagged data separately
   RooPlot* frame3 = dt.frame(Title("B decay distribution of unmixed events (B0/B0bar)")) ;
 
   data->plotOn(frame3,Cut("mixState==mixState::unmixed&&tagFlav==tagFlav::B0")) ;
   bmix.plotOn(frame3,Slice(tagFlav,"B0"),Slice(mixState,"unmixed")) ;
 
   data->plotOn(frame3,Cut("mixState==mixState::unmixed&&tagFlav==tagFlav::B0bar"),MarkerColor(kCyan)) ;
   bmix.plotOn(frame3,Slice(tagFlav,"B0bar"),Slice(mixState,"unmixed"),LineColor(kCyan)) ;
 
 
 
 
 
   // -------------------------------------------------
   // B - D e c a y   w i t h   C P   v i o l a t i o n
   // =================================================
 
   // C o n s t r u c t   p d f 
   // -------------------------
   
   // Additional parameters needed for B decay with CPV
   RooRealVar CPeigen("CPeigen","CP eigen value",-1) ;
   RooRealVar absLambda("absLambda","|lambda|",1,0,2) ;
   RooRealVar argLambda("absLambda","|lambda|",0.7,-1,1) ;
   RooRealVar effR("effR","B0/B0bar reco efficiency ratio",1) ;
 
   // Construct Bdecay with CP violation
   RooBCPEffDecay bcp("bcp","bcp", dt, tagFlav, tau, dm, w, CPeigen, absLambda, argLambda, effR, dw, truthModel, RooBCPEffDecay::DoubleSided) ;
         
 
 
   // P l o t   s c e n a r i o   1   -   s i n ( 2 b )   =   0 . 7 ,   | l | = 1 
   // ---------------------------------------------------------------------------
 
   // Generate some data
   RooDataSet* data2 = bcp.generate(RooArgSet(dt,tagFlav),10000) ;
 
   // Plot B0 and B0bar tagged data separately
   RooPlot* frame4 = dt.frame(Title("B decay distribution with CPV(|l|=1,Im(l)=0.7) (B0/B0bar)")) ;
 
   data2->plotOn(frame4,Cut("tagFlav==tagFlav::B0")) ;
   bcp.plotOn(frame4,Slice(tagFlav,"B0")) ;
 
   data2->plotOn(frame4,Cut("tagFlav==tagFlav::B0bar"),MarkerColor(kCyan)) ;
   bcp.plotOn(frame4,Slice(tagFlav,"B0bar"),LineColor(kCyan)) ;
 
 
 
   // P l o t   s c e n a r i o   2   -   s i n ( 2 b )   =   0 . 7 ,   | l | = 0 . 7 
   // -------------------------------------------------------------------------------
 
   absLambda=0.7 ;
 
   // Generate some data
   RooDataSet* data3 = bcp.generate(RooArgSet(dt,tagFlav),10000) ;
 
   // Plot B0 and B0bar tagged data separately (sin2b = 0.7 plus direct CPV |l|=0.5)
   RooPlot* frame5 = dt.frame(Title("B decay distribution with CPV(|l|=0.7,Im(l)=0.7) (B0/B0bar)")) ;  
 
   data3->plotOn(frame5,Cut("tagFlav==tagFlav::B0")) ;
   bcp.plotOn(frame5,Slice(tagFlav,"B0")) ;
 
   data3->plotOn(frame5,Cut("tagFlav==tagFlav::B0bar"),MarkerColor(kCyan)) ;
   bcp.plotOn(frame5,Slice(tagFlav,"B0bar"),LineColor(kCyan)) ;
 
 
 
   // ---------------------------------------------------------------------------
   // G e n e r i c   B   d e c a y  w i t h    u s e r   c o e f f i c i e n t s
   // ===========================================================================
 
   // C o n s t r u c t   p d f 
   // -------------------------
   
   // Model parameters
   RooRealVar DGbG("DGbG","DGamma/GammaAvg",0.5,-1,1);
   RooRealVar Adir("Adir","-[1-abs(l)**2]/[1+abs(l)**2]",0);
   RooRealVar Amix("Amix","2Im(l)/[1+abs(l)**2]",0.7);
   RooRealVar Adel("Adel","2Re(l)/[1+abs(l)**2]",0.7);
   
   // Derived input parameters for pdf
   RooFormulaVar DG("DG","Delta Gamma","@1/@0",RooArgList(tau,DGbG));
   
   // Construct coefficient functions for sin,cos,sinh modulations of decay distribution
   RooFormulaVar fsin("fsin","fsin","@0*@1*(1-2*@2)",RooArgList(Amix,tagFlav,w));
   RooFormulaVar fcos("fcos","fcos","@0*@1*(1-2*@2)",RooArgList(Adir,tagFlav,w));
   RooFormulaVar fsinh("fsinh","fsinh","@0",RooArgList(Adel));
   
   // Construct generic B decay pdf using above user coefficients
   RooBDecay bcpg("bcpg","bcpg",dt,tau,DG,RooConst(1),fsinh,fcos,fsin,dm,truthModel,RooBDecay::DoubleSided);
   
   
   
   // P l o t   -   I m ( l ) = 0 . 7 ,   R e ( l ) = 0 . 7   | l | = 1,   d G / G = 0 . 5 
   // -------------------------------------------------------------------------------------
   
   // Generate some data
   RooDataSet* data4 = bcpg.generate(RooArgSet(dt,tagFlav),10000) ;
   
   // Plot B0 and B0bar tagged data separately 
   RooPlot* frame6 = dt.frame(Title("B decay distribution with CPV(Im(l)=0.7,Re(l)=0.7,|l|=1,dG/G=0.5) (B0/B0bar)")) ;  
   
   data4->plotOn(frame6,Cut("tagFlav==tagFlav::B0")) ;
   bcpg.plotOn(frame6,Slice(tagFlav,"B0")) ;
   
   data4->plotOn(frame6,Cut("tagFlav==tagFlav::B0bar"),MarkerColor(kCyan)) ;
   bcpg.plotOn(frame6,Slice(tagFlav,"B0bar"),LineColor(kCyan)) ;
   
   
   
 
   TCanvas* c = new TCanvas("rf708_bphysics","rf708_bphysics",1200,800) ;
   c->Divide(3,2) ;
   c->cd(1) ; gPad->SetLeftMargin(0.15) ; frame1->GetYaxis()->SetTitleOffset(1.6) ; frame1->Draw() ;
   c->cd(2) ; gPad->SetLeftMargin(0.15) ; frame2->GetYaxis()->SetTitleOffset(1.6) ; frame2->Draw() ;
   c->cd(3) ; gPad->SetLeftMargin(0.15) ; frame3->GetYaxis()->SetTitleOffset(1.6) ; frame3->Draw() ;
   c->cd(4) ; gPad->SetLeftMargin(0.15) ; frame4->GetYaxis()->SetTitleOffset(1.6) ; frame4->Draw() ;
   c->cd(5) ; gPad->SetLeftMargin(0.15) ; frame5->GetYaxis()->SetTitleOffset(1.6) ; frame5->Draw() ;
   c->cd(6) ; gPad->SetLeftMargin(0.15) ; frame6->GetYaxis()->SetTitleOffset(1.6) ; frame6->Draw() ;
   
}

Author

07/2008 - Wouter Verkerke

Definition in file rf708_bphysics.C.