]> git.uio.no Git - u/mrichter/AliRoot.git/commitdiff
Macro for fit to mass spectra in mult bins (Zaida, Renu)
authorprino <prino@f7af4fe6-9843-0410-8265-dc069ae4e863>
Tue, 7 Aug 2012 23:01:09 +0000 (23:01 +0000)
committerprino <prino@f7af4fe6-9843-0410-8265-dc069ae4e863>
Tue, 7 Aug 2012 23:01:09 +0000 (23:01 +0000)
PWGHF/vertexingHF/macros/ReadDvsMultiplicity.C [new file with mode: 0644]

diff --git a/PWGHF/vertexingHF/macros/ReadDvsMultiplicity.C b/PWGHF/vertexingHF/macros/ReadDvsMultiplicity.C
new file mode 100644 (file)
index 0000000..9bb0e4f
--- /dev/null
@@ -0,0 +1,805 @@
+#if !defined(__CINT__) || defined(__MAKECINT__)\r
+#include <TInterpreter.h>\r
+#include <TString.h>\r
+#include <TObjString.h>\r
+#include <TObjArray.h>\r
+#include <TMath.h>\r
+#include <TFile.h>\r
+#include <TCanvas.h>\r
+#include <TH1.h>\r
+#include <TH1F.h>\r
+#include <TH2F.h>\r
+#include <TH3.h>\r
+#include <TH3F.h>\r
+#include <TH1D.h>\r
+#include <TF1.h>\r
+#include <TSystem.h>\r
+#include <TStyle.h>\r
+#include <TLegend.h>\r
+#include <TList.h>\r
+#include <TLegendEntry.h>\r
+#include <TDatabasePDG.h>\r
+#include <TGraph.h>\r
+\r
+#include "AliAODRecoDecayHF.h"\r
+#include "AliRDHFCuts.h"\r
+#include "AliRDHFCutsDplustoKpipi.h"\r
+#include "AliRDHFCutsD0toKpi.h"\r
+#include "AliHFMassFitter.h"\r
+#endif\r
+\r
+/* $Id$ */ \r
+\r
+enum {kD0toKpi, kDplusKpipi};\r
+enum {kBoth, kParticleOnly, kAntiParticleOnly};\r
+enum {kExpo=0, kLinear, kPol2};\r
+enum {kGaus=0, kDoubleGaus};\r
+enum {kCorr=0, kUnCorr, kNoPid};\r
+\r
+\r
+// Common variables: to be configured by the user\r
+const Int_t nPtBins=3;\r
+Double_t ptlims[nPtBins+1]={2.,4.,8.,16.};\r
+Int_t rebin[nPtBins]={4,6,6};\r
+Double_t sigmapt[nPtBins]={ 0.012, 0.016, 0.018 };\r
+Bool_t fixPeakSigma = kFALSE;\r
+//\r
+const Int_t nMultbins=6;\r
+Double_t multlims[nMultbins+1]={1.,9.,14.,20.,31.,49.,100.};\r
+//\r
+Int_t firstUsedBin[nPtBins]={-1,-1,-1}; // -1 uses all bins, >=1 to set the lower bin to be accepted from original histo\r
+//\r
+Bool_t isMC=kFALSE;\r
+Int_t typeb=kExpo;\r
+Int_t types=kGaus;\r
+Int_t optPartAntiPart=kBoth;\r
+Int_t factor4refl=0;\r
+Float_t massRangeForCounting=0.05; // GeV\r
+TH2F* hPtMass=0x0;\r
+TString suffix="StdPid";\r
+//for D0only\r
+const Int_t nsamples=2;//3;\r
+Int_t nevents[nsamples]={1.18860695e+08 /*LHC10dnewTPCpid*/,9.0374946e+07 /*LHC10b+c*/};\r
+\r
+// Functions\r
+Bool_t LoadDplusHistos(TObjArray* listFiles, TH3F** hPtMassMult, TH2F** hNtrZvtx, TH2F** hNtrZvtxCorr, const char *CutsType, Int_t Option);\r
+Bool_t LoadD0toKpiHistos(TObjArray* listFiles, TH3F** hPtMassMult, TH2F** hNtrZvtx, TH2F** hNtrZvtxCorr, \r
+                        const char *CutsType, Int_t Option);\r
+Bool_t CheckNtrVsZvtx(TH2F** hNtrZvtx, TH2F** hNtrZvtxCorr, Int_t nFiles);\r
+TH1F* RebinHisto(TH1F* hOrig, Int_t reb, Int_t firstUse=-1);\r
+\r
+\r
+void ReadDvsMultiplicity(Int_t analysisType=kDplusKpipi,\r
+                        TString fileNameb="Mult/AnalysisResults.root",\r
+                        TString fileNamec="MultC/AnalysisResults.root",\r
+                        TString fileNamed="MultD/AnalysisResults.root",\r
+                        TString fileNamee="MultE/AnalysisResults.root",\r
+                        const char *CutsType="StdPid",\r
+                        Int_t Option=kCorr)\r
+{\r
+  // gSystem->SetIncludePath("-I. -I$ROOTSYS/include -I$ALICE_ROOT -I$ALICE_ROOT/include -I$ALICE_ROOT/ITS -I$ALICE_ROOT/TPC -I$ALICE_ROOT/CONTAINERS -I$ALICE_ROOT/STEER/STEER -I$ALICE_ROOT/STEER/STEERBase -I$ALICE_ROOT/STEER/ESD -I$ALICE_ROOT/STEER/AOD -I$ALICE_ROOT/TRD -I$ALICE_ROOT/macros -I$ALICE_ROOT/ANALYSIS  -I$ALICE_ROOT/OADB -I$ALICE_ROOT/PWGHF -I$ALICE_ROOT/PWGHF/base -I$ALICE_ROOT/PWGHF/vertexingHF -I$ALICE_ROOT/PWG/FLOW/Case -I$ALICE_ROOT/PWG/FLOW/Tasks -g");\r
+\r
+  // gInterpreter->ExecuteMacro("$ALICE_ROOT/PWGHF/vertexingHF/macros/LoadLibraries.C");\r
+  gStyle->SetOptTitle(1);\r
+\r
+  Int_t nFiles=0;\r
+  TObjArray* listFiles=new TObjArray();\r
+  if(fileNameb!="") { listFiles->AddLast(new TObjString(fileNameb.Data())); nFiles++; }\r
+  if(fileNamec!="") { listFiles->AddLast(new TObjString(fileNamec.Data())); nFiles++; }\r
+  if(fileNamed!="") { listFiles->AddLast(new TObjString(fileNamed.Data())); nFiles++; }\r
+  if(fileNamee!="") { listFiles->AddLast(new TObjString(fileNamee.Data())); nFiles++; }\r
+  if(listFiles->GetEntries()==0){\r
+    printf("Missing file names in input\n");\r
+    return;\r
+  }\r
+  TH3F** hPtMassMult=new TH3F*[1];\r
+  hPtMassMult[0]=0x0;\r
+  TH1F** hmass=new TH1F*[nPtBins*nMultbins];\r
+  for(Int_t i=0; i<nPtBins*nMultbins; i++) hmass[i]=0x0;\r
+  TH2F** hNtrZvtx=new TH2F*[4];\r
+  for(Int_t i=0; i<4; i++) hNtrZvtx[i]=0x0;\r
+  TH2F** hNtrZvtxCorr=new TH2F*[4];\r
+  for(Int_t i=0; i<4; i++) hNtrZvtxCorr[i]=0x0;\r
+\r
+  Float_t massD;\r
+  Bool_t retCode;\r
+  if(analysisType==kD0toKpi) {\r
+    massD=1.86484003067016602e+00;//(Float_t)(TDatabasePDG::Instance()->GetParticle(421)->Mass());\r
+    retCode=LoadD0toKpiHistos(listFiles,hPtMassMult,hNtrZvtx,hNtrZvtxCorr,CutsType,Option);\r
+  }\r
+  else if(analysisType==kDplusKpipi) {\r
+    massD=1.86961996555328369e+00;//(Float_t)(TDatabasePDG::Instance()->GetParticle(411)->Mass());\r
+    retCode=LoadDplusHistos(listFiles,hPtMassMult,hNtrZvtx,hNtrZvtxCorr,CutsType,Option);\r
+  }\r
+  else{\r
+    printf("Wrong analysis type parameter\n");\r
+    return;\r
+  }\r
+  if(!retCode){\r
+    printf("ERROR in reading input files\n");\r
+    return;\r
+  }\r
+  //\r
+  // Check the multiplicity variables\r
+  //\r
+  Bool_t isMult = CheckNtrVsZvtx(hNtrZvtx,hNtrZvtxCorr,nFiles);\r
+  if(!isMult) return;\r
+  //\r
+  //\r
+  printf(" Preparing the mass fits");\r
+  TH1F* hCntSig1[nMultbins];\r
+  TH1F* hCntSig2[nMultbins];\r
+  TH1F* hNDiffCntSig1[nMultbins];\r
+  TH1F* hNDiffCntSig2[nMultbins];\r
+  TH1F* hSignal[nMultbins];\r
+  TH1F* hRelErrSig[nMultbins];\r
+  TH1F* hInvSignif[nMultbins];\r
+  TH1F* hBackground[nMultbins];\r
+  TH1F* hBackgroundNormSigma[nMultbins];\r
+  TH1F* hSignificance[nMultbins];\r
+  TH1F* hMass[nMultbins];\r
+  TH1F* hSigma[nMultbins];\r
+  for(Int_t i=0; i<nMultbins; i++){\r
+    hCntSig1[i]=new TH1F(Form("hCntSig1_%d",i),Form("hCntSig1_%d",i),nPtBins,ptlims);\r
+    hCntSig2[i]=new TH1F(Form("hCntSig2_%d",i),Form("hCntSig2_%d",i),nPtBins,ptlims);\r
+    hNDiffCntSig1[i]=new TH1F(Form("hNDiffCntSig1_%d",i),Form("hNDiffCntSig1_%d",i),nPtBins,ptlims);\r
+    hNDiffCntSig2[i]=new TH1F(Form("hNDiffCntSig2_%d",i),Form("hNDiffCntSig2_%d",i),nPtBins,ptlims);\r
+    hSignal[i]=new TH1F(Form("hSignal_%d",i),Form("hSignal_%d",i),nPtBins,ptlims);\r
+    hRelErrSig[i]=new TH1F(Form("hRelErrSig_%d",i),Form("hRelErrSig_%d",i),nPtBins,ptlims);\r
+    hInvSignif[i]=new TH1F(Form("hInvSignif_%d",i),Form("hInvSignif_%d",i),nPtBins,ptlims);\r
+    hBackground[i]=new TH1F(Form("hBackground_%d",i),Form("hBackground_%d",i),nPtBins,ptlims);\r
+    hBackgroundNormSigma[i]=new TH1F(Form("hBackgroundNormSigma_%d",i),Form("hBackgroundNormSigma_%d",i),nPtBins,ptlims);\r
+    hSignificance[i]=new TH1F(Form("hSignificance_%d",i),Form("hSignificance_%d",i),nPtBins,ptlims);\r
+    hMass[i]=new TH1F(Form("hMass_%d",i),Form("hMass_%d",i),nPtBins,ptlims);\r
+    hSigma[i]=new TH1F(Form("hSigma_%d",i),Form("hSigma_%d",i),nPtBins,ptlims);\r
+  }\r
+  printf(", defined...\n");\r
+\r
+  std::cout << " htemp :"<<hPtMassMult[0]<<std::endl;\r
+  TH1F* hptaxis = (TH1F*)hPtMassMult[0]->ProjectionZ("hptaxis");\r
+  TH1F* hmassaxis = (TH1F*)hPtMassMult[0]->ProjectionY("hmassaxis");\r
+  TH1F* hmultaxis = (TH1F*)hPtMassMult[0]->ProjectionX("hmultaxis");\r
+  Int_t nMassBins=hmassaxis->GetNbinsX();\r
+  Double_t hmin=hmassaxis->GetBinLowEdge(3);\r
+  Double_t hmax=hmassaxis->GetBinLowEdge(nMassBins-2) + hmassaxis->GetBinWidth(nMassBins-2);\r
+  Float_t minBinSum=hmassaxis->FindBin(massD-massRangeForCounting);\r
+  Float_t maxBinSum=hmassaxis->FindBin(massD+massRangeForCounting);\r
+  Int_t iPad=1;\r
+  \r
+  printf("Now initializing the fit functions\n");\r
+  TF1* funBckStore1=0x0;\r
+  TF1* funBckStore2=0x0;\r
+  TF1* funBckStore3=0x0;\r
+\r
+  Int_t nPtMultbins = nPtBins*nMultbins;\r
+  AliHFMassFitter** fitter=new AliHFMassFitter*[nPtMultbins];\r
+  Double_t arrchisquare0[nPtBins];\r
+  Double_t arrchisquare1[nPtBins];\r
+  Double_t arrchisquare2[nPtBins];\r
+  Double_t arrchisquare3[nPtBins];\r
+  Double_t arrchisquare4[nPtBins];\r
+  Double_t arrchisquare5[nPtBins];\r
+  for(Int_t i=0; i<nPtBins; i++){\r
+    arrchisquare0[i]=0.;\r
+    arrchisquare1[i]=0.;\r
+    arrchisquare2[i]=0.;\r
+    arrchisquare3[i]=0.;\r
+    arrchisquare4[i]=0.;\r
+    arrchisquare5[i]=0.;\r
+  }\r
+  \r
+  TCanvas* canvas[nMultbins];\r
+  Int_t nx=2, ny=2;\r
+  if(nPtBins>4){\r
+    nx=3;\r
+    ny=2;\r
+  }\r
+  if(nPtBins>6){\r
+    nx=4;\r
+    ny=3;\r
+  }\r
+  if(nPtBins>12){\r
+    nx=5;\r
+    ny=4;\r
+  }\r
+  for(Int_t i=0; i<nMultbins; i++ ){\r
+    canvas[i] = new TCanvas(Form("c%d",i),Form("summary canvas for mult bin %d",i));\r
+    canvas[i]->Divide(nx,ny);\r
+  }\r
+  TCanvas *myCanvas[nPtMultbins];\r
+  \r
+  //\r
+  //\r
+  // Loop on multiplicity bins\r
+  //\r
+  Int_t massBin=0;\r
+  Double_t sig,errsig,s,errs,b,errb;\r
+  for(Int_t j=0; j<nMultbins; j++){\r
+    //    printf(" Studying multiplicity bin %d\n",j);\r
+    Int_t multbinlow = hmultaxis->FindBin(multlims[j]);\r
+    Int_t multbinhigh = hmultaxis->FindBin(multlims[j+1]);\r
+    //\r
+    // Loop on pt bins\r
+    //\r
+    iPad=1;\r
+    for(Int_t iBin=0; iBin<nPtBins; iBin++){\r
+      canvas[j]->cd(iPad++);\r
+      //      printf(" projecting to the mass histogram\n");\r
+      Int_t ptbinlow = hptaxis->FindBin(ptlims[iBin]);\r
+      Int_t ptbinhigh = hptaxis->FindBin(ptlims[iBin+1]);\r
+      hmass[massBin] = (TH1F*)hPtMassMult[0]->ProjectionY(Form("hmass_%d_%d",j,iBin),multbinlow,multbinhigh,ptbinlow,ptbinhigh);\r
+      if(  hmass[massBin]->GetEntries() < 60 ) {  \r
+       massBin++; \r
+       continue;\r
+      }\r
+      Int_t origNbins=hmass[massBin]->GetNbinsX(); \r
+      //      printf(" rebinning the mass histogram\n");\r
+      TH1F* hRebinned=RebinHisto(hmass[massBin],rebin[iBin],firstUsedBin[iBin]);\r
+      hmin=hRebinned->GetBinLowEdge(2);\r
+      hmax=hRebinned->GetBinLowEdge(hRebinned->GetNbinsX());\r
+      //      printf(" define the mass fitter and options \n");\r
+      fitter[massBin]=new AliHFMassFitter(hRebinned,hmin, hmax,1,typeb,types);\r
+      fitter[massBin]->SetRangeFit(1.65,2.10);\r
+      rebin[massBin]=origNbins/fitter[iBin]->GetBinN();\r
+      fitter[massBin]->SetReflectionSigmaFactor(factor4refl);\r
+      fitter[massBin]->SetInitialGaussianMean(massD);\r
+      fitter[massBin]->SetInitialGaussianSigma(sigmapt[iBin]);\r
+      if(fixPeakSigma) {\r
+       fitter[massBin]->SetFixGaussianMean(massD);\r
+       fitter[massBin]->SetFixGaussianSigma(sigmapt[iBin],kTRUE);\r
+      }\r
+      Bool_t out=fitter[massBin]->MassFitter(0);\r
+      if(!out) {\r
+       fitter[massBin]->GetHistoClone()->Draw();\r
+       massBin++;\r
+       continue;\r
+      }\r
+      //      printf(" getting the fit parameters\n");\r
+      Double_t mass=fitter[massBin]->GetMean();\r
+      Double_t sigma=fitter[massBin]->GetSigma();\r
+      if(j==0) arrchisquare0[iBin]=fitter[massBin]->GetReducedChiSquare();\r
+      else if(j==1) arrchisquare1[iBin]=fitter[massBin]->GetReducedChiSquare();\r
+      else if(j==2) arrchisquare2[iBin]=fitter[massBin]->GetReducedChiSquare();\r
+      else if(j==3) arrchisquare3[iBin]=fitter[massBin]->GetReducedChiSquare();\r
+      else if(j==4) arrchisquare4[iBin]=fitter[massBin]->GetReducedChiSquare();\r
+      else if(j==5) arrchisquare5[iBin]=fitter[massBin]->GetReducedChiSquare();\r
+      TF1* fB1=fitter[massBin]->GetBackgroundFullRangeFunc();\r
+      TF1* fB2=fitter[massBin]->GetBackgroundRecalcFunc();\r
+      TF1* fM=fitter[massBin]->GetMassFunc();\r
+      if(iBin==0 && fB1) funBckStore1=new TF1(*fB1);\r
+      if(iBin==0 && fB2) funBckStore2=new TF1(*fB2);\r
+      if(iBin==0 && fM) funBckStore3=new TF1(*fM);\r
+\r
+      fitter[massBin]->DrawHere(gPad);\r
+      fitter[massBin]->Signal(3,s,errs);\r
+      fitter[massBin]->Background(3,b,errb);\r
+      fitter[massBin]->Significance(3,sig,errsig);\r
+      myCanvas[massBin] = new TCanvas(Form("myCanvas_%d_%d",j,iBin),Form("Invariant mass mult bin %d, pt bin %d",j,iBin));\r
+      fitter[massBin]->DrawHere(gPad);\r
+    \r
+      Float_t cntSig1=0.;\r
+      Float_t cntSig2=0.;\r
+      Float_t cntErr=0.;\r
+      for(Int_t iMB=minBinSum; iMB<=maxBinSum; iMB++){\r
+       Float_t bkg1=fB1 ? fB1->Eval(hmass[massBin]->GetBinCenter(iMB))/rebin[iBin] : 0;\r
+       Float_t bkg2=fB2 ? fB2->Eval(hmass[massBin]->GetBinCenter(iMB))/rebin[iBin] : 0;\r
+       cntSig1+=(hmass[massBin]->GetBinContent(iMB)-bkg1);\r
+       cntSig2+=(hmass[massBin]->GetBinContent(iMB)-bkg2);\r
+       cntErr+=(hmass[massBin]->GetBinContent(iMB));\r
+      }\r
+      hCntSig1[j]->SetBinContent(iBin+1,cntSig1);\r
+      hCntSig1[j]->SetBinError(iBin+1,TMath::Sqrt(cntErr));\r
+      hNDiffCntSig1[j]->SetBinContent(iBin+1,(s-cntSig1)/s);\r
+      hNDiffCntSig1[j]->SetBinError(iBin+1,TMath::Sqrt(cntErr)/s);\r
+      hCntSig2[j]->SetBinContent(iBin+1,cntSig2);\r
+      hNDiffCntSig2[j]->SetBinContent(iBin+1,(s-cntSig2)/s);\r
+      hNDiffCntSig2[j]->SetBinError(iBin+1,TMath::Sqrt(cntErr)/s);\r
+      hCntSig2[j]->SetBinError(iBin+1,TMath::Sqrt(cntErr));\r
+      hSignal[j]->SetBinContent(iBin+1,s);\r
+      hSignal[j]->SetBinError(iBin+1,errs);\r
+      hRelErrSig[j]->SetBinContent(iBin+1,errs/s);\r
+      hInvSignif[j]->SetBinContent(iBin+1,1/sig);\r
+      hInvSignif[j]->SetBinError(iBin+1,errsig/(sig*sig));\r
+      hBackground[j]->SetBinContent(iBin+1,b); //consider sigma\r
+      hBackground[j]->SetBinError(iBin+1,errb);\r
+      hBackgroundNormSigma[j]->SetBinContent(iBin+1,b/(3*fitter[iBin]->GetSigma())*(3*0.012)); //consider sigma\r
+      hBackgroundNormSigma[j]->SetBinError(iBin+1,errb);\r
+      hSignificance[j]->SetBinContent(iBin+1,sig);\r
+      hSignificance[j]->SetBinError(iBin+1,errsig);\r
+      hMass[j]->SetBinContent(iBin+1,mass);\r
+      hMass[j]->SetBinError(iBin+1,0.0001);\r
+      hSigma[j]->SetBinContent(iBin+1,sigma);\r
+      hSigma[j]->SetBinError(iBin+1,0.0001);\r
+\r
+      massBin++;\r
+    }// end loop on pt bins\r
+\r
+    canvas[j]->Update();\r
+    canvas[j]->SaveAs(Form("hMass%s_%d_%d.eps",CutsType,typeb,j));\r
+    \r
+  }// end loop on multiplicity bins\r
+\r
+\r
+  TCanvas *cpar=new TCanvas("cpar","Fit params",1200,600);\r
+  cpar->Divide(2,1);\r
+  cpar->cd(1);\r
+  for(Int_t imult=0; imult<nMultbins; imult++) {\r
+    hMass[imult]->SetMarkerStyle(20);\r
+    hMass[imult]->GetXaxis()->SetTitle("Pt (GeV/c)");\r
+    hMass[imult]->GetXaxis()->SetTitle("Mass (GeV/c^{2})");\r
+    hMass[imult]->SetMarkerColor(2*imult);\r
+    if(imult==0) {\r
+      hMass[imult]->SetMarkerColor(kBlack);\r
+      hMass[imult]->Draw("PE");\r
+    }\r
+    else  hMass[imult]->Draw("PEsame");\r
+  }\r
+  cpar->cd(2);\r
+  for(Int_t imult=0; imult<nMultbins; imult++) {\r
+    hSigma[imult]->SetMarkerStyle(20);\r
+    //  hSigma[0]->Draw("PE");\r
+    hSigma[imult]->GetXaxis()->SetTitle("Pt (GeV/c)");\r
+    hSigma[imult]->GetXaxis()->SetTitle("Sigma (GeV/c^{2})");\r
+    hSigma[imult]->SetMarkerColor(2*imult);\r
+    if(imult==0) {\r
+      hSigma[imult]->SetMarkerColor(kBlack);\r
+      hSigma[imult]->Draw("PE");\r
+    }\r
+    else  hSigma[imult]->Draw("PEsame");\r
+  }\r
+  cpar->Update();\r
+\r
+  /*\r
+  TCanvas** csig;//= new TCanvas*[nMultbins];\r
+  TCanvas** cDiffS;//=new TCanvas*[nMultbins];\r
+  for(Int_t i=0; i<nMultbins; i++){\r
+    csig[i] =new TCanvas(Form("csig_%d",i),Form("Results, multiplicity bin %d",i),1200,600);\r
+    csig[i]->Divide(3,1);\r
+    csig[i]->cd(1);\r
+    hSignal[i]->SetMarkerStyle(20);\r
+    hSignal[i]->SetMarkerColor(4);\r
+    hSignal[i]->SetLineColor(4);\r
+    hSignal[i]->GetXaxis()->SetTitle("Pt (GeV/c)");\r
+    hSignal[i]->GetYaxis()->SetTitle("Signal");\r
+    hSignal[i]->Draw("P");\r
+    hCntSig1[i]->SetMarkerStyle(26);\r
+    hCntSig1[i]->SetMarkerColor(2);\r
+    hCntSig1[i]->SetLineColor(2);\r
+    hCntSig1[i]->Draw("PSAME");\r
+    hCntSig2[i]->SetMarkerStyle(29);\r
+    hCntSig2[i]->SetMarkerColor(kGray+1);\r
+    hCntSig2[i]->SetLineColor(kGray+1);\r
+    hCntSig2[i]->Draw("PSAME");\r
+    TLegend* leg=new TLegend(0.4,0.7,0.89,0.89);\r
+    leg->SetFillColor(0);\r
+    TLegendEntry* ent=leg->AddEntry(hSignal[i],"From Fit","PL");\r
+    ent->SetTextColor(hSignal[i]->GetMarkerColor());\r
+    ent=leg->AddEntry(hCntSig1[i],"From Counting1","PL");\r
+    ent->SetTextColor(hCntSig1[i]->GetMarkerColor());\r
+    ent=leg->AddEntry(hCntSig2[i],"From Counting2","PL");\r
+    ent->SetTextColor(hCntSig2[i]->GetMarkerColor());\r
+    leg->Draw();\r
+    csig[i]->cd(2);\r
+    hBackground[i]->SetMarkerStyle(20);\r
+    hBackground[i]->Draw("P");\r
+    hBackground[i]->GetXaxis()->SetTitle("Pt (GeV/c)");\r
+    hBackground[i]->GetYaxis()->SetTitle("Background");\r
+    csig[i]->cd(3);\r
+    hSignificance[i]->SetMarkerStyle(20);\r
+    hSignificance[i]->Draw("P");\r
+    hSignificance[i]->GetXaxis()->SetTitle("Pt (GeV/c)");\r
+    hSignificance[i]->GetYaxis()->SetTitle("Significance");\r
+    \r
+    cDiffS[i]=new TCanvas(Form("cDiffS_%d",i),Form("Difference, multiplicity bin %d",i),1200,600);\r
+    cDiffS[i]->Divide(2,1);\r
+    cDiffS[i]->cd(1);\r
+    hRelErrSig[i]->SetMarkerStyle(20); //fullcircle\r
+    hRelErrSig[i]->SetTitleOffset(1.2);  \r
+    hRelErrSig[i]->SetTitle("Rel Error from Fit;p_{t} (GeV/c);Signal Relative Error");\r
+    hRelErrSig[i]->Draw("P");\r
+    hInvSignif[i]->SetMarkerStyle(21); //fullsquare\r
+    hInvSignif[i]->SetMarkerColor(kMagenta+1);\r
+    hInvSignif[i]->SetLineColor(kMagenta+1);\r
+    hInvSignif[i]->Draw("PSAMES");\r
+    TLegend* leg2=new TLegend(0.4,0.7,0.89,0.89);\r
+    leg2->SetFillColor(0);\r
+    TLegendEntry* ent2=leg2->AddEntry(hRelErrSig[i],"From Fit","P");\r
+    ent2->SetTextColor(hRelErrSig[i]->GetMarkerColor());\r
+    ent2=leg2->AddEntry(hInvSignif[i],"1/Significance","PL");\r
+    ent2->SetTextColor(hInvSignif[i]->GetMarkerColor());\r
+    leg2->Draw();\r
+\r
+    cDiffS[i]->cd(2);\r
+    hNDiffCntSig1[i]->SetMarkerStyle(26);\r
+    hNDiffCntSig1[i]->SetMarkerColor(2);\r
+    hNDiffCntSig1[i]->SetLineColor(2);\r
+    hNDiffCntSig1[i]->SetTitle("Cmp Fit-Count;p_{t} (GeV/c);(S_{fit}-S_{count})/S_{fit}");\r
+    hNDiffCntSig1[i]->Draw("P");\r
+    hNDiffCntSig2[i]->SetMarkerStyle(29);\r
+    hNDiffCntSig2[i]->SetMarkerColor(kGray+1);\r
+    hNDiffCntSig2[i]->SetLineColor(kGray+1);\r
+    hNDiffCntSig2[i]->Draw("PSAME");\r
+    TLegend* leg1=new TLegend(0.4,0.7,0.89,0.89);\r
+    leg1->SetFillColor(0);\r
+    TLegendEntry* ent1=leg1->AddEntry(hNDiffCntSig1[i],"From Counting1","PL");\r
+    ent1->SetTextColor(hNDiffCntSig1[i]->GetMarkerColor());\r
+    ent1=leg1->AddEntry(hNDiffCntSig2[i],"From Counting2","PL");\r
+    ent1->SetTextColor(hNDiffCntSig2[i]->GetMarkerColor());\r
+    leg1->Draw();\r
+  }\r
+*/\r
+\r
+  TGraph* grReducedChiSquare0=new TGraph(nPtBins,ptlims,arrchisquare0);\r
+  grReducedChiSquare0->SetName("grReducedChiSquare0");\r
+  grReducedChiSquare0->SetTitle("Reduced Chi2;p_{t} (GeV/c);#tilde{#chi}^{2}");\r
+  TGraph* grReducedChiSquare1=new TGraph(nPtBins,ptlims,arrchisquare1);\r
+  grReducedChiSquare1->SetName("grReducedChiSquare1");\r
+  grReducedChiSquare1->SetTitle("Reduced Chi2;p_{t} (GeV/c);#tilde{#chi}^{2}");\r
+  TGraph* grReducedChiSquare2=new TGraph(nPtBins,ptlims,arrchisquare2);\r
+  grReducedChiSquare2->SetName("grReducedChiSquare2");\r
+  grReducedChiSquare2->SetTitle("Reduced Chi2;p_{t} (GeV/c);#tilde{#chi}^{2}");\r
+  TGraph* grReducedChiSquare3=new TGraph(nPtBins,ptlims,arrchisquare3);\r
+  grReducedChiSquare3->SetName("grReducedChiSquare3");\r
+  grReducedChiSquare3->SetTitle("Reduced Chi2;p_{t} (GeV/c);#tilde{#chi}^{2}");\r
+  TCanvas *cChi2=new TCanvas("cChi2","reduced chi square",600,600);\r
+  cChi2->cd();\r
+  grReducedChiSquare0->SetMarkerStyle(21);\r
+  grReducedChiSquare0->Draw("AP");\r
+  grReducedChiSquare1->SetMarkerStyle(22);\r
+  grReducedChiSquare1->Draw("Psame");\r
+  grReducedChiSquare2->SetMarkerStyle(23);\r
+  grReducedChiSquare2->Draw("Psame");\r
+  grReducedChiSquare3->SetMarkerStyle(24);\r
+  grReducedChiSquare3->Draw("Psame");\r
+\r
+  TCanvas* cbkgNormSigma=new TCanvas("cbkgNormSigma","Background normalized to sigma",400,600);\r
+  cbkgNormSigma->cd();\r
+  for(Int_t i=0; i<nMultbins; i++){\r
+    hBackgroundNormSigma[i]->SetMarkerStyle(20);\r
+    hBackgroundNormSigma[i]->GetXaxis()->SetTitle("Pt (GeV/c)");\r
+    hBackgroundNormSigma[i]->GetYaxis()->SetTitle("Background #times 3 #times 0.012/ (3 #times #sigma)");\r
+    hBackgroundNormSigma[i]->SetMarkerColor(2*i);\r
+    if(i==0) { \r
+      hBackgroundNormSigma[i]->SetMarkerColor(kBlack);\r
+      hBackgroundNormSigma[i]->Draw("PA");\r
+    }\r
+    else  hBackgroundNormSigma[i]->Draw("Psame");\r
+  }\r
+\r
+\r
+  TString partname="Both";\r
+  if(optPartAntiPart==kParticleOnly) {\r
+    if(analysisType==kD0toKpi) partname="D0";\r
+    if(analysisType==kDplusKpipi) partname="Dplus";\r
+  }\r
+  if(optPartAntiPart==kAntiParticleOnly) {\r
+    if(analysisType==kD0toKpi) partname="D0bar";\r
+    if(analysisType==kDplusKpipi) partname="Dminus";\r
+  }\r
+\r
+  TString outfilename = Form("RawYield%s_%s",partname.Data(),CutsType);\r
+  if(fixPeakSigma) outfilename += "_SigmaFixed";\r
+  if(typeb==0) outfilename += "_Expo.root";\r
+  else if(typeb==1) outfilename += "_Linear.root";\r
+  else if(typeb==2) outfilename += "_Pol2.root";\r
+\r
+  TFile* outf=new TFile(outfilename,"update");\r
+  outf->cd();\r
+  for(Int_t j=0; j<nMultbins; j++){\r
+    hMass[j]->Write();\r
+    hSigma[j]->Write();\r
+    hCntSig1[j]->Write();\r
+    hCntSig2[j]->Write();\r
+    hNDiffCntSig1[j]->Write();\r
+    hNDiffCntSig2[j]->Write();\r
+    hSignal[j]->Write();\r
+    hRelErrSig[j]->Write();\r
+    hInvSignif[j]->Write();\r
+    hBackground[j]->Write();\r
+    hBackgroundNormSigma[j]->Write();\r
+    hSignificance[j]->Write();\r
+  }\r
+  grReducedChiSquare0->Write();\r
+  grReducedChiSquare1->Write();\r
+  grReducedChiSquare2->Write();\r
+  grReducedChiSquare3->Write();\r
+  //  hPtMass->Write();\r
+  outf->Close();\r
+  \r
+}\r
+\r
+//_____________________________________________________________________________________________\r
+Bool_t LoadD0toKpiHistos(TObjArray* listFiles, TH3F** hPtMassMult, TH2F** hNtrZvtx, TH2F** hNtrZvtxCorr, const char *CutsType, Int_t Option)\r
+{\r
+  Int_t nFiles=listFiles->GetEntries();\r
+  TList **hlist=new TList*[nFiles];\r
+  TList **hlistNorm=new TList*[nFiles];\r
+  AliRDHFCutsD0toKpi** dcuts=new AliRDHFCutsD0toKpi*[nFiles];\r
+\r
+  Int_t nReadFiles=0;\r
+  for(Int_t iFile=0; iFile<nFiles; iFile++){\r
+    TString fName=((TObjString*)listFiles->At(iFile))->GetString();    \r
+    TFile *f=TFile::Open(fName.Data());\r
+    if(!f){\r
+      printf("ERROR: file %s does not exist\n",fName.Data());\r
+      continue;\r
+    }\r
+    printf("Open File %s\n",f->GetName());\r
+\r
+    TString dirname="PWG3_D2H_DMult_D0";\r
+    if(optPartAntiPart==kParticleOnly) dirname+="D0";\r
+    else if(optPartAntiPart==kAntiParticleOnly) dirname+="D0bar";\r
+    dirname += CutsType;\r
+    TDirectory *dir = (TDirectory*)f->Get(dirname);\r
+    if(!dir){\r
+      printf("ERROR: directory %s not found in %s\n",dirname.Data(),fName.Data());\r
+      continue;\r
+    }\r
+\r
+    TString listmassname="coutputD0";\r
+    if(optPartAntiPart==kParticleOnly) listmassname+="D0";\r
+    else if(optPartAntiPart==kAntiParticleOnly) listmassname+="D0bar";\r
+    listmassname += CutsType;\r
+    printf("List mass name %s\n",listmassname.Data());\r
+    hlist[nReadFiles]=(TList*)dir->Get(listmassname);\r
+\r
+    TString listnorm="coutputNormD0";\r
+    if(optPartAntiPart==kParticleOnly) listnorm+="D0";\r
+    else if(optPartAntiPart==kAntiParticleOnly) listnorm+="D0bar";\r
+    listnorm += CutsType;\r
+    printf("List norm name %s\n",listnorm.Data());\r
+    hlistNorm[nReadFiles]=(TList*)dir->Get(listnorm);\r
+\r
+    TString cutsobjname="coutputCutsD0";\r
+    if(optPartAntiPart==kParticleOnly) cutsobjname+="D0";\r
+    else if(optPartAntiPart==kAntiParticleOnly) cutsobjname+="D0bar";\r
+    cutsobjname += CutsType;\r
+    printf("Cuts name %s\n",cutsobjname.Data());\r
+    dcuts[nReadFiles]=(AliRDHFCutsD0toKpi*)dir->Get(cutsobjname);\r
+    if(!dcuts[nReadFiles]) {\r
+      printf("ERROR: Cut objects do not match\n");\r
+      return kFALSE;\r
+    }\r
+    /*\r
+    if(nReadFiles>0){\r
+      Bool_t sameCuts=dcuts[nReadFiles]->CompareCuts(dcuts[0]);\r
+      if(!sameCuts){\r
+       printf("ERROR: Cut objects do not match\n");\r
+       return kFALSE;\r
+      }\r
+    }\r
+    */\r
+    nReadFiles++;\r
+  }\r
+  if(nReadFiles<nFiles){\r
+    printf("WARNING: not all requested files have been found\n");\r
+    if (nReadFiles==0) {\r
+      printf("ERROR: Any file/dir found\n");\r
+      return kFALSE;\r
+    }\r
+  }\r
+  //  printf("Cuts type %s, particle/antipart %d\n",CutsType,optPartAntiPart);\r
+\r
+  /*\r
+  Int_t nPtBinsCuts=dcuts[0]->GetNPtBins();\r
+  printf("Number of pt bins for cut object = %d\n",nPtBins);\r
+  Float_t *ptlimsCuts=dcuts[0]->GetPtBinLimits();\r
+  ptlimsCuts[nPtBinsCuts]=ptlimsCuts[nPtBinsCuts-1]+4.;\r
+  */\r
+\r
+  printf("Get the 3D histogram \n");\r
+  const char *histoname="";\r
+  if(optPartAntiPart==kParticleOnly) histoname= "hPtVsMassvsMultPart";\r
+  else if(optPartAntiPart==kAntiParticleOnly) histoname="hPtVsMassvsMultAntiPart";\r
+  else if(optPartAntiPart==kBoth) histoname="hPtVsMassvsMult";\r
+  if(Option==kUnCorr) histoname="hPtVsMassvsMultUncorr";\r
+  if(Option==kNoPid) histoname="hPtVsMassvsMultNoPid";\r
+\r
+  TH3F * htemp;\r
+  for(Int_t iFile=0; iFile<nReadFiles; iFile++){\r
+    printf(" Looking for histo histMass %s for file %d\n",histoname,iFile);\r
+    htemp=(TH3F*)hlist[iFile]->FindObject(Form("%s",histoname));\r
+    //    cout << " htemp :"<<htemp<<endl;\r
+    if(!hPtMassMult[0]){\r
+      hPtMassMult[0]=new TH3F(*htemp);\r
+    }else{\r
+      hPtMassMult[0]->Add(htemp);\r
+    }\r
+    hNtrZvtx[iFile] = (TH2F*)hlist[iFile]->FindObject("hNtrVsZvtx");\r
+    //    hNtrZvtxCorr[iFile] = (TH2F*)hlist[iFile]->FindObject("hNtrVsZvtxCorr");\r
+  }\r
+  \r
+  //  cout<<" hPtMassMult:"<<hPtMassMult[0]<<endl;\r
+\r
+  TString partname="Both";\r
+  if(optPartAntiPart==kParticleOnly) partname="D0";\r
+  if(optPartAntiPart==kAntiParticleOnly) partname="D0bar";\r
+\r
+  TString outfilename = Form("RawYield%s_%s",partname.Data(),CutsType);\r
+  if(fixPeakSigma) outfilename += "_SigmaFixed";\r
+  if(typeb==0) outfilename += "_Expo.root";\r
+  else if(typeb==1) outfilename += "_Linear.root";\r
+  else if(typeb==2) outfilename += "_Pol2.root";\r
+  TFile* outf=new TFile(outfilename,"recreate");\r
+  outf->cd();\r
+  dcuts[0]->Write();\r
+  outf->Close();\r
+  return kTRUE;\r
+\r
+}\r
+\r
+//_____________________________________________________________________________________________\r
+Bool_t LoadDplusHistos(TObjArray* listFiles, TH3F** hPtMassMult, TH2F** hNtrZvtx, TH2F** hNtrZvtxCorr, const char *CutsType, Int_t Option)\r
+{\r
+Int_t nFiles=listFiles->GetEntries();\r
+  TList **hlist=new TList*[nFiles];\r
+  TList **hlistNorm=new TList*[nFiles];\r
+  AliRDHFCutsDplustoKpipi** dcuts=new AliRDHFCutsDplustoKpipi*[nFiles];\r
+\r
+  Int_t nReadFiles=0;\r
+  for(Int_t iFile=0; iFile<nFiles; iFile++){\r
+    TString fName=((TObjString*)listFiles->At(iFile))->GetString();    \r
+    TFile *f=TFile::Open(fName.Data());\r
+    if(!f){\r
+      printf("ERROR: file %s does not exist\n",fName.Data());\r
+      continue;\r
+    }\r
+    printf("Open File %s\n",f->GetName());\r
+ TDirectory *dir = (TDirectory*)f->Get(Form("PWG3_D2H_DMult_Dplus%s",suffix.Data()));\r
+    // TDirectory *dir = (TDirectory*)f->Get("PWG3_D2H_DMult");\r
+    if(!dir){\r
+      printf("ERROR: directory PWG3_D2H_DMult not found in %s\n",fName.Data());\r
+      continue;\r
+    }\r
+    hlist[nReadFiles]=(TList*)dir->Get(Form("coutputDplus%s",suffix.Data()));\r
+    TList *listcut = (TList*)dir->Get(Form("coutputCutsDplus%s",suffix.Data()));\r
+    TList *listNorm = (TList*)dir->Get(Form("coutputNormDplus%s",suffix.Data()));\r
+    dcuts[nReadFiles]=(AliRDHFCutsDplustoKpipi*)listcut->At(0);\r
+     if(nReadFiles>0){\r
+      Bool_t sameCuts=dcuts[nReadFiles]->CompareCuts(dcuts[0]);\r
+      if(!sameCuts){\r
\r
+       printf("ERROR: Cut objects do not match\n");\r
+       return kFALSE;\r
+      }\r
+     }\r
+\r
+\r
+\r
+ nReadFiles++;\r
+      }\r
+  if(nReadFiles<nFiles){\r
+    printf("WARNING: not all requested files have been found\n");\r
+    if (nReadFiles==0) {\r
+      printf("ERROR: Any file/dir found\n");\r
+      return kFALSE;\r
+    }\r
+  }\r
+\r
+\r
+ printf("Get the 3D histogram \n");\r
+  const char *histoname="";\r
+  if(optPartAntiPart==kParticleOnly) histoname= "hPtVsMassvsMultPart";\r
+  else if(optPartAntiPart==kAntiParticleOnly) histoname="hPtVsMassvsMultAntiPart";\r
+  else if(optPartAntiPart==kBoth) histoname="hPtVsMassvsMult";\r
+  if(Option==kUnCorr) histoname="hPtVsMassvsMultUncorr";\r
+  if(Option==kNoPid) histoname="hPtVsMassvsMultNoPid";\r
+\r
+  TH3F * htemp;\r
+  for(Int_t iFile=0; iFile<nReadFiles; iFile++){\r
+    printf(" Looking for histo histMass %s for file %d\n",histoname,iFile);\r
+    htemp=(TH3F*)hlist[iFile]->FindObject(Form("%s",histoname));\r
+    //    cout << " htemp :"<<htemp<<endl;\r
+    if(!hPtMassMult[0]){\r
+      hPtMassMult[0]=new TH3F(*htemp);\r
+    }else{\r
+      hPtMassMult[0]->Add(htemp);\r
+    }\r
+    //  (TH2F*)hNtrZvtx[iFile] = (TH2F*)hlist[iFile]->FindObject("hNtrVsZvtx"); \r
+    //(TH2F*)hNtrZvtxCorr[iFile] = (TH2F*)hlist[iFile]->FindObject("hNtrVsZvtxCorr");\r
+  }\r
+  \r
+  //  cout<<" hPtMassMult:"<<hPtMassMult[0]<<endl;\r
+\r
+  TString partname="Both";\r
+  if(optPartAntiPart==kParticleOnly) partname="Dplus";\r
+  if(optPartAntiPart==kAntiParticleOnly) partname="Dminus";\r
+\r
+  TString outfilename = Form("RawYield%s_%s",partname.Data(),CutsType);\r
+  if(fixPeakSigma) outfilename += "_SigmaFixed";\r
+  if(typeb==0) outfilename += "_Expo.root";\r
+  else if(typeb==1) outfilename += "_Linear.root";\r
+  else if(typeb==2) outfilename += "_Pol2.root";\r
+  TFile* outf=new TFile(outfilename,"recreate");\r
+  outf->cd();\r
+  dcuts[0]->Write();\r
+  outf->Close();\r
+  return kTRUE;\r
+  \r
+     }\r
+\r
+//_____________________________________________________________________________________________\r
+TH1F* RebinHisto(TH1F* hOrig, Int_t reb, Int_t firstUse){\r
+  // Rebin histogram, from bin firstUse to lastUse\r
+  // Use all bins if firstUse=-1\r
+  \r
+  Int_t nBinOrig=hOrig->GetNbinsX();\r
+  Int_t firstBinOrig=1;\r
+  Int_t lastBinOrig=nBinOrig;\r
+  Int_t nBinOrigUsed=nBinOrig;\r
+  Int_t nBinFinal=nBinOrig/reb;\r
+  if(firstUse>=1){\r
+    firstBinOrig=firstUse;\r
+    nBinFinal=(nBinOrig-firstUse+1)/reb;\r
+    nBinOrigUsed=nBinFinal*reb;\r
+    lastBinOrig=firstBinOrig+nBinOrigUsed-1;\r
+  }else{\r
+    Int_t exc=nBinOrigUsed%reb;\r
+    if(exc!=0){\r
+      nBinOrigUsed-=exc;\r
+      firstBinOrig+=exc/2;\r
+      lastBinOrig=firstBinOrig+nBinOrigUsed-1;\r
+    }\r
+  }\r
+  \r
+  printf("Rebin from %d bins to %d bins -- Used bins=%d in range %d-%d\n",nBinOrig,nBinFinal,nBinOrigUsed,firstBinOrig,lastBinOrig);\r
+  Float_t lowLim=hOrig->GetXaxis()->GetBinLowEdge(firstBinOrig);\r
+  Float_t hiLim=hOrig->GetXaxis()->GetBinUpEdge(lastBinOrig);\r
+  TH1F* hRebin=new TH1F(Form("%s-rebin",hOrig->GetName()),hOrig->GetTitle(),nBinFinal,lowLim,hiLim);\r
+  Int_t lastSummed=firstBinOrig-1;\r
+  for(Int_t iBin=1;iBin<=nBinFinal; iBin++){\r
+    Float_t sum=0.;\r
+    for(Int_t iOrigBin=0;iOrigBin<reb;iOrigBin++){\r
+      sum+=hOrig->GetBinContent(lastSummed+1);\r
+      lastSummed++;\r
+    }\r
+    hRebin->SetBinContent(iBin,sum);\r
+  }\r
+  return hRebin;\r
+}\r
+\r
+//_____________________________________________________________________________________________\r
+Bool_t CheckNtrVsZvtx(TH2F** hNtrackVsVtxZ, TH2F** hNtrackVsVtxZCorr, Int_t nFiles)\r
+{\r
+  /*\r
+  TCanvas *cNtrVsZvtx = new TCanvas("cNtrVsZvtx","Ntr Vs Zvtx");\r
+  cNtrVsZvtx->Divide(3,2);\r
+  for(Int_t i=0; i<nFiles; i++){\r
+    cNtrVsZvtx->cd(i);\r
+    //    hNtrackVsVtxZ[i]->Fit("pol4");\r
+    hNtrackVsVtxZ[i]->Draw("colz");\r
+  }\r
+\r
+  TCanvas *cNtrVsZvtxCorr = new TCanvas("cNtrVsZvtxCorr","Ntr Vs Zvtx Corr");\r
+  cNtrVsZvtxCorr->Divide(3,2);\r
+  for(Int_t i=0; i<nFiles; i++){\r
+    cNtrVsZvtxCorr->cd(i);\r
+    //    hNtrackVsVtxZCorr[i]->Fit("pol4");\r
+    hNtrackVsVtxZCorr[i]->Draw("colz");\r
+  }\r
+\r
+  TH1F *hNtrAxis = (TH1F*)hNtrackVsVtxZ[0]->ProjectionY("hNtrAxis");\r
+  TH1F *hZvtx[nMultbins]; \r
+  Int_t firstbin=0, lastbin=0;\r
+  TCanvas *cZvtx = new TCanvas("cZvtx","Zvtx projections");\r
+  cZvtx->Divide(3,2);\r
+  for(Int_t i=0; i<nFiles; i++){\r
+    cZvtx->cd(i);\r
+    firstbin = hNtrAxis->FindBin( multlims[i] );\r
+    lastbin = hNtrAxis->FindBin( multlims[i+1] );\r
+    hZvtx[i] = (TH1F*)hNtrackVsVtxZ[i]->ProjectionX(Form("hZvtx_%d",i),firstbin,lastbin);\r
+    hZvtx[i]->Draw();\r
+  }\r
+  TH1F *hZvtxCorr[nMultbins]; \r
+  TCanvas *cZvtxCorr = new TCanvas("cZvtxCorr","Zvtx projections Corr");\r
+  cZvtxCorr->Divide(3,2);\r
+  for(Int_t i=0; i<nMultbins; i++){\r
+    cZvtxCorr->cd(i);\r
+    firstbin = hNtrAxis->FindBin( multlims[i] );\r
+    lastbin = hNtrAxis->FindBin( multlims[i+1] );\r
+    hZvtxCorr[i] = (TH1F*)hNtrackVsVtxZCorr[i]->ProjectionX(Form("hZvtx_%d",i),firstbin,lastbin);\r
+    hZvtxCorr[i]->Draw();\r
+  }\r
+  */\r
+  return kTRUE;\r
+}\r