]> git.uio.no Git - u/mrichter/AliRoot.git/commitdiff
Added AlidNdPtAnalysisPbPb2011.h,cxx
authorpluettig <pluettig@f7af4fe6-9843-0410-8265-dc069ae4e863>
Wed, 5 Sep 2012 07:02:31 +0000 (07:02 +0000)
committerpluettig <pluettig@f7af4fe6-9843-0410-8265-dc069ae4e863>
Wed, 5 Sep 2012 07:02:31 +0000 (07:02 +0000)
- based on AlidNdPtAnalysisPbPb.h,cxx, but optimized for running on the lego trains

AddTaskdNdPt modified according to the new AlidNdPtAnalysisPbPb2011.h,cxx

PWGLF/SPECTRA/ChargedHadrons/dNdPt/AlidNdPtAnalysisPbPb2011.cxx [new file with mode: 0644]
PWGLF/SPECTRA/ChargedHadrons/dNdPt/AlidNdPtAnalysisPbPb2011.h [new file with mode: 0644]
PWGLF/SPECTRA/ChargedHadrons/dNdPt/macros/AddTaskdNdPt.C

diff --git a/PWGLF/SPECTRA/ChargedHadrons/dNdPt/AlidNdPtAnalysisPbPb2011.cxx b/PWGLF/SPECTRA/ChargedHadrons/dNdPt/AlidNdPtAnalysisPbPb2011.cxx
new file mode 100644 (file)
index 0000000..c406f68
--- /dev/null
@@ -0,0 +1,2083 @@
+/**************************************************************************
+ * Copyright(c) 1998-1999, ALICE Experiment at CERN, All rights reserved. *
+ *                                                                        *
+ * Author: The ALICE Off-line Project.                                    *
+ * Contributors are mentioned in the code where appropriate.              *
+ *                                                                        *
+ * Permission to use, copy, modify and distribute this software and its   *
+ * documentation strictly for non-commercial purposes is hereby granted   *
+ * without fee, provided that the above copyright notice appears in all   *
+ * copies and that both the copyright notice and this permission notice   *
+ * appear in the supporting documentation. The authors make no claims     *
+ * about the suitability of this software for any purpose. It is          *
+ * provided "as is" without express or implied warranty.                  *
+ **************************************************************************/
+//------------------------------------------------------------------------------
+// AlidNdPtAnalysisPbPb2011 class. 
+// 
+// a. functionality:
+// - fills analysis control histograms
+// - fills generic correction matrices 
+// - generates correction matrices 
+//
+// b. data members:
+// - generic correction matrices
+// - control histograms
+//
+// Author: J.Otwinowski 04/11/2008 
+// last change: 2011-04-04 by M.Knichel
+//------------------------------------------------------------------------------
+
+#include "TH1.h"
+#include "TH2.h"
+#include "TCanvas.h"
+#include "THnSparse.h"
+
+#include "AliHeader.h"  
+#include "AliGenEventHeader.h"  
+#include "AliInputEventHandler.h"  
+#include "AliAnalysisManager.h"  
+#include "AliStack.h"  
+#include "AliESDEvent.h"  
+#include "AliMCEvent.h"  
+#include "AliESDtrackCuts.h"  
+#include "AliLog.h" 
+#include "AliMultiplicity.h"
+#include "AliTracker.h"
+
+#include "AliCentrality.h"
+
+#include "AlidNdPtEventCuts.h"
+#include "AlidNdPtAcceptanceCuts.h"
+#include "AliPhysicsSelection.h"
+#include "AliTriggerAnalysis.h"
+
+#include "AliPWG0Helper.h"
+#include "AlidNdPtHelper.h"
+#include "AlidNdPtAnalysisPbPb2011.h"
+
+
+using namespace std;
+
+ClassImp(AlidNdPtAnalysisPbPb2011)
+
+//_____________________________________________________________________________
+  AlidNdPtAnalysisPbPb2011::AlidNdPtAnalysisPbPb2011(): AlidNdPt(),
+  fAnalysisFolder(0),
+  fHistogramsOn(kFALSE),
+
+  // rec. track pt vs true track pt correlation matrix 
+  fTrackPtCorrelationMatrix(0),
+
+  // event level correction
+  fGenEventMatrix(0),
+  fTriggerEventMatrix(0),
+  fRecEventMatrix(0),
+
+  //
+  // track-event level correction 
+  //
+  fGenTrackEventMatrix(0),
+
+  fTriggerTrackEventMatrix(0),
+
+  fRecTrackEventMatrix(0),
+
+  // track rec. efficiency correction (fRecPrimTrackMatrix / fGenPrimTrackMatrix)
+  fGenTrackMatrix(0),
+  fGenPrimTrackMatrix(0),
+  fRecPrimTrackMatrix(0),
+
+  // secondary track contamination correction (fRecSecTrackMatrix / fRecTrackMatrix)
+  fRecTrackMatrix(0),
+  fRecSecTrackMatrix(0),
+
+  // multiple rec. track contamination corrections (fRecMultTrackMatrix / fRecTrackMatrix)
+  fRecMultTrackMatrix(0),
+
+  // event control histograms
+  fMCEventHist1(0),
+  fRecEventHist1(0),
+  fRecEventHist2(0),
+  fRecMCEventHist1(0),
+  fRecMCEventHist2(0),
+
+  // rec. pt and eta resolution w.r.t MC
+  fRecMCTrackHist1(0),
+
+  //multple reconstructed tracks
+  fMCMultRecTrackHist1(0), 
+
+  // rec. track control histograms
+  fRecTrackHist3(0),
+  
+  fTriggerAnalysis(0),
+  
+  fCentralityEstimator(0),
+  
+  fMultNbins(0),
+  fPtNbins(0),
+  fPtCorrNbins(0),
+  fEtaNbins(0),
+  fZvNbins(0),
+  fCentralityNbins(0),
+  fBinsMult(0),
+  fBinsPt(0),
+  fBinsPtCorr(0),
+  fBinsEta(0),
+  fBinsZv(0),
+  fBinsCentrality(0),
+  
+  fIsInit(kFALSE)
+{
+  // default constructor
+  for(Int_t i=0; i<AlidNdPtHelper::kCutSteps; i++) { 
+    fMCTrackHist1[i]=0;     
+    fMCPrimTrackHist1[i]=0;     
+    fMCPrimTrackHist2[i]=0;     
+    fMCSecTrackHist1[i]=0;     
+    fRecTrackHist1[i]=0;     
+    fRecTrackHist2[i]=0;     
+    fRecTrackMultHist1[i]=0;     
+  }
+  //Init();
+  SetCentralityEstimator();
+}
+
+//_____________________________________________________________________________
+AlidNdPtAnalysisPbPb2011::AlidNdPtAnalysisPbPb2011(Char_t* name, Char_t* title): AlidNdPt(name,title),
+  fAnalysisFolder(0),
+  fHistogramsOn(kFALSE),
+
+  // rec. track pt vs true track pt correlation matrix 
+  fTrackPtCorrelationMatrix(0),
+
+  // event level correction
+  fGenEventMatrix(0),
+  fTriggerEventMatrix(0),
+  fRecEventMatrix(0),
+
+  //
+  // track-event level correction 
+  //
+  fGenTrackEventMatrix(0),
+
+  fTriggerTrackEventMatrix(0),
+
+  fRecTrackEventMatrix(0),
+
+  // track rec. efficiency correction (fRecPrimTrackMatrix / fGenPrimTrackMatrix)
+  fGenTrackMatrix(0),
+  fGenPrimTrackMatrix(0),
+  fRecPrimTrackMatrix(0),
+
+  // secondary track contamination correction (fRecTrackMatrix - fRecSecTrackMatrix)
+  fRecTrackMatrix(0),
+  fRecSecTrackMatrix(0),
+
+  // multiple rec. track contamination corrections (fRecTrackMatrix - fRecMultTrackMatrix)
+  fRecMultTrackMatrix(0),
+
+
+
+
+  // event control histograms
+  fMCEventHist1(0),
+  fRecEventHist1(0),
+  fRecEventHist2(0),
+  fRecMCEventHist1(0),
+  fRecMCEventHist2(0),
+  // rec. pt and eta resolution w.r.t MC
+  fRecMCTrackHist1(0),
+
+  //multiple reconstructed tracks
+  fMCMultRecTrackHist1(0), 
+
+  // rec. track control histograms
+  fRecTrackHist3(0),
+  
+  fTriggerAnalysis(0),
+  
+  fCentralityEstimator(0),
+  
+  fMultNbins(0),
+  fPtNbins(0),
+  fPtCorrNbins(0),
+  fEtaNbins(0),
+  fZvNbins(0),
+  fCentralityNbins(0),
+  fBinsMult(0),
+  fBinsPt(0),
+  fBinsPtCorr(0),
+  fBinsEta(0),
+  fBinsZv(0),
+  fBinsCentrality(0),
+  
+  fIsInit(kFALSE)  
+  
+{
+  //
+  // constructor
+  //
+  for(Int_t i=0; i<AlidNdPtHelper::kCutSteps; i++) { 
+    fMCTrackHist1[i]=0;     
+    fMCPrimTrackHist1[i]=0;     
+    fMCPrimTrackHist2[i]=0;     
+    fMCSecTrackHist1[i]=0;     
+    fRecTrackHist1[i]=0;     
+    fRecTrackHist2[i]=0;     
+    fRecTrackMultHist1[i]=0; 
+  }
+
+ // Init();
+ SetCentralityEstimator();
+}
+
+//_____________________________________________________________________________
+AlidNdPtAnalysisPbPb2011::~AlidNdPtAnalysisPbPb2011() {
+  //
+  // destructor
+  //
+  if(fTrackPtCorrelationMatrix) delete fTrackPtCorrelationMatrix; fTrackPtCorrelationMatrix=0;
+  //
+  if(fGenEventMatrix) delete fGenEventMatrix; fGenEventMatrix=0;
+  if(fTriggerEventMatrix) delete fTriggerEventMatrix; fTriggerEventMatrix=0;
+  if(fRecEventMatrix) delete fRecEventMatrix; fRecEventMatrix=0;
+
+  //
+  if(fGenTrackEventMatrix) delete fGenTrackEventMatrix; fGenTrackEventMatrix=0;
+  if(fTriggerEventMatrix) delete fTriggerEventMatrix; fTriggerEventMatrix=0;
+  if(fRecTrackEventMatrix) delete fRecTrackEventMatrix; fRecTrackEventMatrix=0;
+
+  //
+  if(fGenTrackMatrix) delete fGenTrackMatrix; fGenTrackMatrix=0;
+  if(fGenPrimTrackMatrix) delete fGenPrimTrackMatrix; fGenPrimTrackMatrix=0;
+  if(fRecPrimTrackMatrix) delete fRecPrimTrackMatrix; fRecPrimTrackMatrix=0;
+  //
+  if(fRecTrackMatrix) delete fRecTrackMatrix; fRecTrackMatrix=0;
+  if(fRecSecTrackMatrix) delete fRecSecTrackMatrix; fRecSecTrackMatrix=0;
+  // 
+  if(fRecMultTrackMatrix) delete fRecMultTrackMatrix; fRecMultTrackMatrix=0;
+  //
+  // Control histograms
+  //
+  if(fMCEventHist1) delete fMCEventHist1; fMCEventHist1=0;
+  if(fRecEventHist1) delete fRecEventHist1; fRecEventHist1=0;
+  if(fRecEventHist2) delete fRecEventHist2; fRecEventHist2=0;
+  if(fRecMCEventHist1) delete fRecMCEventHist1; fRecMCEventHist1=0;
+  if(fRecMCEventHist2) delete fRecMCEventHist2; fRecMCEventHist2=0;
+
+  //
+  for(Int_t i=0; i<AlidNdPtHelper::kCutSteps; i++) { 
+    if(fMCTrackHist1[i]) delete fMCTrackHist1[i]; fMCTrackHist1[i]=0;
+    if(fMCPrimTrackHist1[i]) delete fMCPrimTrackHist1[i]; fMCPrimTrackHist1[i]=0;
+    if(fMCPrimTrackHist2[i]) delete fMCPrimTrackHist2[i]; fMCPrimTrackHist2[i]=0;
+    if(fMCSecTrackHist1[i]) delete fMCSecTrackHist1[i]; fMCSecTrackHist1[i]=0;
+    if(fRecTrackHist1[i]) delete fRecTrackHist1[i]; fRecTrackHist1[i]=0;
+    if(fRecTrackHist2[i]) delete fRecTrackHist2[i]; fRecTrackHist2[i]=0;
+    if(fRecTrackMultHist1[i]) delete fRecTrackMultHist1[i]; fRecTrackMultHist1[i]=0;
+  }
+  if(fRecMCTrackHist1) delete fRecMCTrackHist1; fRecMCTrackHist1=0;
+  if(fMCMultRecTrackHist1) delete fMCMultRecTrackHist1; fMCMultRecTrackHist1=0; 
+  if(fRecTrackHist3) delete fRecTrackHist3; fRecTrackHist3=0; 
+  //
+  if(fAnalysisFolder) delete fAnalysisFolder; fAnalysisFolder=0;
+  
+  if (fTriggerAnalysis) delete fTriggerAnalysis;  fTriggerAnalysis = 0;
+  
+  if (fBinsMult) delete[] fBinsMult; fBinsMult=0;
+  if (fBinsPt) delete[] fBinsPt; fBinsPt=0;
+  if (fBinsPtCorr) delete[] fBinsPtCorr; fBinsPtCorr=0;
+  if (fBinsEta) delete[] fBinsEta; fBinsEta=0;
+  if (fBinsZv) delete[] fBinsZv; fBinsZv=0;
+  if (fBinsCentrality) delete[] fBinsCentrality; fBinsCentrality=0;  
+}
+
+//_____________________________________________________________________________
+void AlidNdPtAnalysisPbPb2011::Init() {
+
+    //define default binning
+    Double_t binsMultDefault[48] = {-0.5, 0.5 , 1.5 , 2.5 , 3.5 , 4.5 , 5.5 , 6.5 , 7.5 , 8.5,9.5, 10.5, 11.5, 12.5, 13.5, 14.5, 15.5, 16.5, 17.5, 18.5,19.5, 20.5, 30.5, 40.5 , 50.5 , 60.5 , 70.5 , 80.5 , 90.5 , 100.5,200.5, 300.5, 400.5, 500.5, 600.5, 700.5, 800.5, 900.5, 1000.5, 2000.5, 3000.5, 4000.5, 5000.5, 6000.5, 7000.5, 8000.5, 9000.5, 10000.5 }; 
+    Double_t binsPtDefault[69] = {0.,0.05,0.1,0.15,0.2,0.25,0.3,0.35,0.4,0.45,0.5,0.55,0.6,0.65,0.7,0.75,0.8,0.85,0.9,0.95,1.0,1.1,1.2,1.3,1.4,1.5,1.6,1.7,1.8,1.9,2.0,2.2,2.4,2.6,2.8,3.0,3.2,3.4,3.6,3.8,4.0,4.5,5.0,5.5,6.0,6.5,7.0,8.0,9.0,10.0,11.0,12.0,13.0,14.0,15.0,16.0,18.0,20.0,22.0,24.0,26.0,28.0,30.0,32.0,34.0,36.0,40.0,45.0,50.0};
+    Double_t binsPtCorrDefault[37] = {0.,0.05,0.1,0.15,0.2,0.25,0.3,0.35,0.4,0.45,0.5,0.55,0.6,0.65,0.7,0.75,0.8,0.85,0.9,0.95,1.0,1.1,1.2,1.3,1.4,1.5,1.6,1.7,1.8,1.9,2.0,2.2,2.4,2.6,3.0,4.0,50.0};    
+    Double_t binsEtaDefault[31] = {-1.5,-1.4,-1.3,-1.2,-1.1,-1.0,-0.9,-0.8,-0.7,-0.6,-0.5,-0.4,-0.3,-0.2,-0.1,0.,0.1,0.2,0.3,0.4,0.5,0.6,0.7,0.8,0.9,1.0,1.1,1.2,1.3,1.4,1.5};
+    Double_t binsZvDefault[13] = {-30.,-25.,-20.,-15.,-10.,-5.,0.,5.,10.,15.,20.,25.,30.};
+    Double_t binsCentralityDefault[12] = {0., 5., 10., 20., 30., 40., 50., 60., 70., 80., 90., 100.};  
+
+   // if no binning is set, use the default
+   if (!fBinsMult)   { SetBinsMult(47,binsMultDefault); }
+   if (!fBinsPt)     { SetBinsPt(68,binsPtDefault); }
+   if (!fBinsPtCorr) { SetBinsPtCorr(36,binsPtCorrDefault); }
+   if (!fBinsEta)    { SetBinsEta(30,binsEtaDefault); }
+   if (!fBinsZv)     { SetBinsZv(12,binsZvDefault); }   
+   if (!fBinsCentrality)  { SetBinsCentrality(11,binsCentralityDefault); }   
+
+  Int_t binsTrackEventCorrMatrix[4]={fZvNbins,fPtNbins,fEtaNbins,fCentralityNbins};
+  Int_t binsTrackEvent[4]={fZvNbins,fPtNbins,fEtaNbins,fCentralityNbins};
+  Int_t binsTrackPtCorrelationMatrix[4]={fPtNbins,fPtNbins,fEtaNbins,fCentralityNbins};
+  
+  fTrackPtCorrelationMatrix = new THnSparseF("fTrackPtCorrelationMatrix","Pt:mcPt:mcEta:Centrality",4,binsTrackPtCorrelationMatrix);
+  fTrackPtCorrelationMatrix->SetBinEdges(0,fBinsPt);
+  fTrackPtCorrelationMatrix->SetBinEdges(1,fBinsPt);
+  fTrackPtCorrelationMatrix->SetBinEdges(2,fBinsEta);
+  fTrackPtCorrelationMatrix->SetBinEdges(3,fBinsCentrality);
+  fTrackPtCorrelationMatrix->GetAxis(0)->SetTitle("Pt (GeV/c)");
+  fTrackPtCorrelationMatrix->GetAxis(1)->SetTitle("mcPt (GeV/c)");
+  fTrackPtCorrelationMatrix->GetAxis(2)->SetTitle("mcEta");
+  fTrackPtCorrelationMatrix->GetAxis(3)->SetTitle("Centrality");
+  fTrackPtCorrelationMatrix->Sumw2();
+
+  //
+  // Efficiency and contamination correction matrices
+  //
+  Int_t binsEventMatrix[3]={fZvNbins,fMultNbins,fCentralityNbins};
+//   Double_t minEventMatrix[3]={-30.,-0.5,0.}; 
+//   Double_t maxEventMatrix[3]={30.,10000.5,100.}; 
+
+  fGenEventMatrix = new THnSparseF("fGenEventMatrix","mcZv:multMB:Centrality",3,binsEventMatrix); //,minEventMatrix,maxEventMatrix);
+  fGenEventMatrix->SetBinEdges(0,fBinsZv);
+  fGenEventMatrix->SetBinEdges(1,fBinsMult);
+  fGenEventMatrix->SetBinEdges(2,fBinsCentrality);
+  fGenEventMatrix->GetAxis(0)->SetTitle("mcZv (cm)");
+  fGenEventMatrix->GetAxis(1)->SetTitle("multiplicity MB");
+  fGenEventMatrix->GetAxis(2)->SetTitle("Centrality");
+  fGenEventMatrix->Sumw2();
+  //
+  fTriggerEventMatrix = new THnSparseF("fTriggerEventMatrix","mcZv:multMB:Centrality",3,binsEventMatrix); //,minEventMatrix,maxEventMatrix);
+  fTriggerEventMatrix->SetBinEdges(0,fBinsZv);
+  fTriggerEventMatrix->SetBinEdges(1,fBinsMult);
+  fTriggerEventMatrix->SetBinEdges(2,fBinsCentrality);
+  fTriggerEventMatrix->GetAxis(0)->SetTitle("mcZv (cm)");
+  fTriggerEventMatrix->GetAxis(1)->SetTitle("multiplicity MB");
+  fTriggerEventMatrix->GetAxis(2)->SetTitle("Centrality");
+  fTriggerEventMatrix->Sumw2();
+  //
+  fRecEventMatrix = new THnSparseF("fRecEventMatrix","mcZv:multMB:Centrality",3,binsEventMatrix); //,minEventMatrix,maxEventMatrix);
+  fRecEventMatrix->SetBinEdges(0,fBinsZv);
+  fRecEventMatrix->SetBinEdges(1,fBinsMult);
+  fRecEventMatrix->SetBinEdges(2,fBinsCentrality);    
+  fRecEventMatrix->GetAxis(0)->SetTitle("mcZv (cm)");
+  fRecEventMatrix->GetAxis(1)->SetTitle("multiplicity MB");
+  fRecEventMatrix->GetAxis(2)->SetTitle("Centrality");
+  fRecEventMatrix->Sumw2();
+
+  // 
+  // track to event corrections
+  //
+  fGenTrackEventMatrix = new THnSparseF("fGenTrackEventMatrix","mcZv:mcPt:mcEta:Centrality",4,binsTrackEventCorrMatrix);
+  fGenTrackEventMatrix->SetBinEdges(0,fBinsZv);
+  fGenTrackEventMatrix->SetBinEdges(1,fBinsPtCorr);
+  fGenTrackEventMatrix->SetBinEdges(2,fBinsEta);
+  fGenTrackEventMatrix->SetBinEdges(3,fBinsCentrality);
+  fGenTrackEventMatrix->GetAxis(0)->SetTitle("mcZv (cm)");
+  fGenTrackEventMatrix->GetAxis(1)->SetTitle("mcPt (GeV/c)");
+  fGenTrackEventMatrix->GetAxis(2)->SetTitle("mcEta");
+  fGenTrackEventMatrix->GetAxis(3)->SetTitle("Centrality");
+  fGenTrackEventMatrix->Sumw2();
+  //
+  fTriggerTrackEventMatrix = new THnSparseF("fTriggerTrackEventMatrix","mcZv:mcPt:mcEta:Centrality",4,binsTrackEventCorrMatrix);
+  fTriggerTrackEventMatrix->SetBinEdges(0,fBinsZv);
+  fTriggerTrackEventMatrix->SetBinEdges(1,fBinsPtCorr);
+  fTriggerTrackEventMatrix->SetBinEdges(2,fBinsEta);
+  fTriggerTrackEventMatrix->SetBinEdges(3,fBinsCentrality);
+  fTriggerTrackEventMatrix->GetAxis(0)->SetTitle("mcZv (cm)");
+  fTriggerTrackEventMatrix->GetAxis(1)->SetTitle("mcPt (GeV/c)");
+  fTriggerTrackEventMatrix->GetAxis(2)->SetTitle("mcEta");
+  fTriggerTrackEventMatrix->GetAxis(3)->SetTitle("Centrality");
+  fTriggerTrackEventMatrix->Sumw2();
+  //
+  fRecTrackEventMatrix = new THnSparseF("fRecTrackEventMatrix","mcZv:mcPt:mcEta:Centrality",4,binsTrackEventCorrMatrix);
+  fRecTrackEventMatrix->SetBinEdges(0,fBinsZv);
+  fRecTrackEventMatrix->SetBinEdges(1,fBinsPtCorr);
+  fRecTrackEventMatrix->SetBinEdges(2,fBinsEta);
+  fRecTrackEventMatrix->SetBinEdges(3,fBinsCentrality);
+  fRecTrackEventMatrix->GetAxis(0)->SetTitle("mcZv (cm)");
+  fRecTrackEventMatrix->GetAxis(1)->SetTitle("mcPt (GeV/c)");
+  fRecTrackEventMatrix->GetAxis(2)->SetTitle("mcEta");
+  fRecTrackEventMatrix->GetAxis(3)->SetTitle("Centrality");
+  fRecTrackEventMatrix->Sumw2();
+
+  //
+  // tracks correction matrices
+  //
+  fGenTrackMatrix = new THnSparseF("fGenTrackMatrix","mcZv:mcPt:mcEta:Centrality",4,binsTrackEventCorrMatrix);
+  fGenTrackMatrix->SetBinEdges(0,fBinsZv);
+  fGenTrackMatrix->SetBinEdges(1,fBinsPtCorr);
+  fGenTrackMatrix->SetBinEdges(2,fBinsEta);
+  fGenTrackMatrix->SetBinEdges(3,fBinsCentrality);
+  fGenTrackMatrix->GetAxis(0)->SetTitle("mcZv (cm)");
+  fGenTrackMatrix->GetAxis(1)->SetTitle("mcPt (GeV/c)");
+  fGenTrackMatrix->GetAxis(2)->SetTitle("mcEta");
+  fGenTrackMatrix->GetAxis(3)->SetTitle("Centrality");
+  fGenTrackMatrix->Sumw2();
+
+  fGenPrimTrackMatrix = new THnSparseF("fGenPrimTrackMatrix","mcZv:mcPt:mcEta:Centrality",4,binsTrackEventCorrMatrix);
+  fGenPrimTrackMatrix->SetBinEdges(0,fBinsZv);
+  fGenPrimTrackMatrix->SetBinEdges(1,fBinsPtCorr);
+  fGenPrimTrackMatrix->SetBinEdges(2,fBinsEta);
+  fGenPrimTrackMatrix->SetBinEdges(3,fBinsCentrality);
+  fGenPrimTrackMatrix->GetAxis(0)->SetTitle("mcZv (cm)");
+  fGenPrimTrackMatrix->GetAxis(1)->SetTitle("mcPt (GeV/c)");
+  fGenPrimTrackMatrix->GetAxis(2)->SetTitle("mcEta");
+  fGenPrimTrackMatrix->GetAxis(3)->SetTitle("Centrality");
+  fGenPrimTrackMatrix->Sumw2();
+
+
+  fRecPrimTrackMatrix = new THnSparseF("fRecPrimTrackMatrix","mcZv:mcPt:mcEta:Centrality",4,binsTrackEventCorrMatrix);
+  fRecPrimTrackMatrix->SetBinEdges(0,fBinsZv);
+  fRecPrimTrackMatrix->SetBinEdges(1,fBinsPtCorr);
+  fRecPrimTrackMatrix->SetBinEdges(2,fBinsEta);
+  fRecPrimTrackMatrix->SetBinEdges(3,fBinsCentrality);
+  fRecPrimTrackMatrix->GetAxis(0)->SetTitle("mcZv (cm)");
+  fRecPrimTrackMatrix->GetAxis(1)->SetTitle("mcPt (GeV/c)");
+  fRecPrimTrackMatrix->GetAxis(2)->SetTitle("mcEta");
+  fRecPrimTrackMatrix->GetAxis(3)->SetTitle("Centrality");
+  fRecPrimTrackMatrix->Sumw2();
+
+  //
+  fRecTrackMatrix = new THnSparseF("fRecTrackMatrix","mcZv:mcPt:mcEta:Centrality",4,binsTrackEventCorrMatrix);
+  fRecTrackMatrix->SetBinEdges(0,fBinsZv);
+  fRecTrackMatrix->SetBinEdges(1,fBinsPtCorr);
+  fRecTrackMatrix->SetBinEdges(2,fBinsEta);
+  fRecTrackMatrix->SetBinEdges(3,fBinsCentrality);
+  fRecTrackMatrix->GetAxis(0)->SetTitle("mcZv (cm)");
+  fRecTrackMatrix->GetAxis(1)->SetTitle("mcPt (GeV/c)");
+  fRecTrackMatrix->GetAxis(2)->SetTitle("mcEta");
+  fRecTrackMatrix->GetAxis(3)->SetTitle("Centrality");
+  fRecTrackMatrix->Sumw2();
+
+  fRecSecTrackMatrix = new THnSparseF("fRecSecTrackMatrix","mcZv:mcPt:mcEta:Centrality",4,binsTrackEventCorrMatrix);
+  fRecSecTrackMatrix->SetBinEdges(0,fBinsZv);
+  fRecSecTrackMatrix->SetBinEdges(1,fBinsPtCorr);
+  fRecSecTrackMatrix->SetBinEdges(2,fBinsEta);
+  fRecSecTrackMatrix->SetBinEdges(3,fBinsCentrality);
+  fRecSecTrackMatrix->GetAxis(0)->SetTitle("mcZv (cm)");
+  fRecSecTrackMatrix->GetAxis(1)->SetTitle("Pt (GeV/c)");
+  fRecSecTrackMatrix->GetAxis(2)->SetTitle("Eta");
+  fRecSecTrackMatrix->GetAxis(3)->SetTitle("Centrality");
+  fRecSecTrackMatrix->Sumw2();
+
+  //
+  fRecMultTrackMatrix = new THnSparseF("fRecMultTrackMatrix","mcZv:mcPt:mcEta:Centrality",4,binsTrackEventCorrMatrix);
+  fRecMultTrackMatrix->SetBinEdges(0,fBinsZv);
+  fRecMultTrackMatrix->SetBinEdges(1,fBinsPtCorr);
+  fRecMultTrackMatrix->SetBinEdges(2,fBinsEta);
+  fRecMultTrackMatrix->SetBinEdges(3,fBinsCentrality);
+  fRecMultTrackMatrix->GetAxis(0)->SetTitle("mcZv (cm)");
+  fRecMultTrackMatrix->GetAxis(1)->SetTitle("mcPt (GeV/c)");
+  fRecMultTrackMatrix->GetAxis(2)->SetTitle("mcEta");
+  fRecMultTrackMatrix->GetAxis(3)->SetTitle("Centrality");
+  fRecMultTrackMatrix->Sumw2();
+
+  //
+  // Control analysis histograms
+  //
+  Int_t binsMCEventHist1[4]={100,100,fZvNbins,fCentralityNbins};
+  Double_t minMCEventHist1[4]={-0.1,-0.1,-30.,0.}; 
+  Double_t maxMCEventHist1[4]={0.1,0.1,30.,100.}; 
+  fMCEventHist1 = new THnSparseF("fMCEventHist1","mcXv:mcYv:mcZv:Centrality",4,binsMCEventHist1,minMCEventHist1,maxMCEventHist1);
+  fMCEventHist1->SetBinEdges(2,fBinsZv);
+  fMCEventHist1->SetBinEdges(3,fBinsCentrality);
+  fMCEventHist1->GetAxis(0)->SetTitle("mcXv (cm)");
+  fMCEventHist1->GetAxis(1)->SetTitle("mcYv (cm)");
+  fMCEventHist1->GetAxis(2)->SetTitle("mcZv (cm)");
+  fMCEventHist1->GetAxis(3)->SetTitle("Centrality");  
+  fMCEventHist1->Sumw2();
+
+  //
+  Int_t binsRecEventHist1[4]={100,100,fZvNbins,fCentralityNbins};
+  Double_t minRecEventHist1[4]={-3.,-3.,-30.,0.}; 
+  Double_t maxRecEventHist1[4]={3.,3.,30.,100.}; 
+  
+  fRecEventHist1 = new THnSparseF("fRecEventHist1","Xv:Yv:Zv:Centrality",4,binsRecEventHist1,minRecEventHist1,maxRecEventHist1);
+  fRecEventHist1->SetBinEdges(2,fBinsZv);
+  fRecEventHist1->SetBinEdges(3,fBinsCentrality);
+  fRecEventHist1->GetAxis(0)->SetTitle("Xv (cm)");
+  fRecEventHist1->GetAxis(1)->SetTitle("Yv (cm)");
+  fRecEventHist1->GetAxis(2)->SetTitle("Zv (cm)");
+  fRecEventHist1->GetAxis(3)->SetTitle("Centrality");  
+  fRecEventHist1->Sumw2();
+
+  //
+  Int_t binsRecEventHist2[3]={fZvNbins, fMultNbins, fCentralityNbins};
+  Double_t minRecEventHist2[3]={-30., -0.5, 0.}; 
+  Double_t maxRecEventHist2[3]={30., 10000.5, 100.}; 
+  
+  fRecEventHist2 = new THnSparseF("fRecEventHist2","Zv:multMB:Centrality",3,binsRecEventHist2,minRecEventHist2,maxRecEventHist2);
+  fRecEventHist2->SetBinEdges(0,fBinsZv);
+  fRecEventHist2->SetBinEdges(1,fBinsMult);
+  fRecEventHist2->SetBinEdges(2,fBinsCentrality);
+  fRecEventHist2->GetAxis(0)->SetTitle("Zv (cm)");
+  fRecEventHist2->GetAxis(1)->SetTitle("multiplicity MB");
+  fRecEventHist2->GetAxis(2)->SetTitle("Centrality"); 
+  fRecEventHist2->Sumw2();
+
+  //
+  Double_t kFact = 0.1;
+  Int_t binsRecMCEventHist1[4]={100,100,100, fCentralityNbins};
+  Double_t minRecMCEventHist1[4]={-10.0*kFact,-10.0*kFact,-10.0*kFact, 0.}; 
+  Double_t maxRecMCEventHist1[4]={10.0*kFact,10.0*kFact,10.0*kFact, 100.}; 
+   
+  fRecMCEventHist1 = new THnSparseF("fRecMCEventHist1","Xv-mcXv:Yv-mcYv:Zv-mcZv:Centrality",4,binsRecMCEventHist1,minRecMCEventHist1,maxRecMCEventHist1);
+  fRecMCEventHist1->SetBinEdges(3,fBinsCentrality);
+  fRecMCEventHist1->GetAxis(0)->SetTitle("Xv-mcXv (cm)");
+  fRecMCEventHist1->GetAxis(1)->SetTitle("Yv-mcYv (cm)");
+  fRecMCEventHist1->GetAxis(2)->SetTitle("Zv-mcZv (cm)");
+  fRecMCEventHist1->GetAxis(3)->SetTitle("Centrality"); 
+  
+  fRecMCEventHist1->Sumw2();
+
+  //
+  Int_t binsRecMCEventHist2[4]={100,100,fMultNbins, fCentralityNbins};
+  Double_t minRecMCEventHist2[4]={-10.0*kFact,-10.0*kFact,-0.5, 0.}; 
+  Double_t maxRecMCEventHist2[4]={10.0*kFact,10.0*kFact,10000.5, 100.}; 
+
+  fRecMCEventHist2 = new THnSparseF("fRecMCEventHist2","Xv-mcXv:Zv-mcZv:mult:Centrality",4,binsRecMCEventHist2,minRecMCEventHist2,maxRecMCEventHist2);
+  fRecMCEventHist2->SetBinEdges(2,fBinsMult);
+  fRecMCEventHist2->SetBinEdges(3,fBinsCentrality);
+  fRecMCEventHist2->GetAxis(0)->SetTitle("Xv-mcXv (cm)");
+  fRecMCEventHist2->GetAxis(1)->SetTitle("Zv-mcZv (cm)");
+  fRecMCEventHist2->GetAxis(2)->SetTitle("multiplicity");
+  fRecMCEventHist2->GetAxis(3)->SetTitle("Centrality"); 
+  fRecMCEventHist2->Sumw2();
+  //
+  char name[256];
+  char title[256];
+  for(Int_t i=0; i<AlidNdPtHelper::kCutSteps; i++) 
+  {
+  // THnSparse track histograms
+  Int_t binsMCTrackHist1[4]=  {fPtNbins, fEtaNbins, 90, fCentralityNbins};
+  Double_t minMCTrackHist1[4]={0.,-1.5,0., 0.}; 
+  Double_t maxMCTrackHist1[4]={50,1.5,2.*TMath::Pi(), 100.}; 
+  snprintf(name,256,"fMCTrackHist1_%d",i);
+  snprintf(title,256,"mcPt:mcEta:mcPhi:Centrality");
+  
+  fMCTrackHist1[i] = new THnSparseF(name,title,4,binsMCTrackHist1,minMCTrackHist1,maxMCTrackHist1);
+  fMCTrackHist1[i]->SetBinEdges(0,fBinsPt);
+  fMCTrackHist1[i]->SetBinEdges(1,fBinsEta);
+  fMCTrackHist1[i]->SetBinEdges(3,fBinsCentrality);
+  fMCTrackHist1[i]->GetAxis(0)->SetTitle("mcPt (GeV/c)");
+  fMCTrackHist1[i]->GetAxis(1)->SetTitle("mcEta");
+  fMCTrackHist1[i]->GetAxis(2)->SetTitle("mcPhi (rad)");
+  fMCTrackHist1[i]->GetAxis(3)->SetTitle("Centrality"); 
+  fMCTrackHist1[i]->Sumw2();
+
+  Int_t binsMCPrimTrackHist1[6]=  {fPtNbins,fEtaNbins,6,20,4000, fCentralityNbins};
+  Double_t minMCPrimTrackHist1[6]={0.,-1.5,0.,0.,0., 0.}; 
+  Double_t maxMCPrimTrackHist1[6]={50.,1.5,6.,20.,4000., 100.}; 
+  snprintf(name,256,"fMCPrimTrackHist1_%d",i);
+  snprintf(title,256,"mcPt:mcEta:pid:mech:mother:Centrality");
+  
+  fMCPrimTrackHist1[i] = new THnSparseF(name,title,6,binsMCPrimTrackHist1,minMCPrimTrackHist1,maxMCPrimTrackHist1);
+  fMCPrimTrackHist1[i]->SetBinEdges(0,fBinsPt);
+  fMCPrimTrackHist1[i]->SetBinEdges(1,fBinsEta);
+  fMCPrimTrackHist1[i]->SetBinEdges(5,fBinsCentrality);
+  fMCPrimTrackHist1[i]->GetAxis(0)->SetTitle("mcPt (GeV/c)");
+  fMCPrimTrackHist1[i]->GetAxis(1)->SetTitle("mcEta");
+  fMCPrimTrackHist1[i]->GetAxis(2)->SetTitle("pid");
+  fMCPrimTrackHist1[i]->GetAxis(3)->SetTitle("mech");
+  fMCPrimTrackHist1[i]->GetAxis(4)->SetTitle("mother");
+  fMCPrimTrackHist1[i]->GetAxis(5)->SetTitle("Centrality");
+  fMCPrimTrackHist1[i]->Sumw2();
+
+  Int_t binsMCPrimTrackHist2[4]=  {4000,20,4000,fCentralityNbins};
+  Double_t minMCPrimTrackHist2[4]={0.,0.,0., 0.}; 
+  Double_t maxMCPrimTrackHist2[4]={4000.,20.,4000., 100.}; 
+  snprintf(name,256,"fMCPrimTrackHist2_%d",i);
+  snprintf(title,256,"pdg:mech:mother:Centrality");
+  
+  fMCPrimTrackHist2[i] = new THnSparseF(name,title,4,binsMCPrimTrackHist2,minMCPrimTrackHist2,maxMCPrimTrackHist2);
+  fMCPrimTrackHist2[i]->SetBinEdges(3,fBinsCentrality);
+  fMCPrimTrackHist2[i]->GetAxis(0)->SetTitle("pdg");
+  fMCPrimTrackHist2[i]->GetAxis(1)->SetTitle("mech");
+  fMCPrimTrackHist2[i]->GetAxis(2)->SetTitle("mother");
+  fMCPrimTrackHist2[i]->GetAxis(3)->SetTitle("Centrality");
+  fMCPrimTrackHist2[i]->Sumw2();
+
+  Int_t binsMCSecTrackHist1[6]=  {fPtNbins,fEtaNbins,6,20,4000, fCentralityNbins};
+  Double_t minMCSecTrackHist1[6]={0.,-1.5,0.,0.,0., 0.}; 
+  Double_t maxMCSecTrackHist1[6]={50.,1.5,6.,20.,4000., 100.}; 
+  snprintf(name,256,"fMCSecTrackHist1_%d",i);
+  snprintf(title,256,"mcPt:mcEta:pid:mech:mother:Centrality");
+  
+  fMCSecTrackHist1[i] = new THnSparseF(name,title,6,binsMCSecTrackHist1,minMCSecTrackHist1,maxMCSecTrackHist1);
+  fMCSecTrackHist1[i]->SetBinEdges(0,fBinsPt);
+  fMCSecTrackHist1[i]->SetBinEdges(1,fBinsEta);
+  fMCSecTrackHist1[i]->SetBinEdges(5,fBinsCentrality);
+  fMCSecTrackHist1[i]->GetAxis(0)->SetTitle("mcPt (GeV/c)");
+  fMCSecTrackHist1[i]->GetAxis(1)->SetTitle("mcEta");
+  fMCSecTrackHist1[i]->GetAxis(2)->SetTitle("pid");
+  fMCSecTrackHist1[i]->GetAxis(3)->SetTitle("mech");
+  fMCSecTrackHist1[i]->GetAxis(4)->SetTitle("mother");
+  fMCSecTrackHist1[i]->GetAxis(5)->SetTitle("Centrality");
+  fMCSecTrackHist1[i]->Sumw2();
+
+  Int_t binsRecTrackHist1[4]={fPtNbins,fEtaNbins,90, fCentralityNbins};
+  Double_t minRecTrackHist1[4]={0.,-1.5,0., 0.}; 
+  Double_t maxRecTrackHist1[4]={50.,1.5,2.*TMath::Pi(), 100.};
+  snprintf(name,256,"fRecTrackHist1_%d",i);
+  snprintf(title,256,"Pt:Eta:Phi:Centrality");
+  fRecTrackHist1[i] = new THnSparseF(name,title,4,binsRecTrackHist1,minRecTrackHist1,maxRecTrackHist1);
+  fRecTrackHist1[i]->SetBinEdges(0,fBinsPt);
+  fRecTrackHist1[i]->SetBinEdges(1,fBinsEta);
+  fRecTrackHist1[i]->SetBinEdges(3,fBinsCentrality);
+  fRecTrackHist1[i]->GetAxis(0)->SetTitle("p_{T} (GeV/c)");
+  fRecTrackHist1[i]->GetAxis(1)->SetTitle("#eta");
+  fRecTrackHist1[i]->GetAxis(2)->SetTitle("#phi (rad)");
+  fRecTrackHist1[i]->GetAxis(3)->SetTitle("Centrality");
+  fRecTrackHist1[i]->Sumw2();
+
+  snprintf(name,256,"fRecTrackHist2_%d",i);
+  snprintf(title,256,"Zv:Pt:Eta:Centrality");
+  fRecTrackHist2[i] = new THnSparseF(name,title,4,binsTrackEvent);
+  fRecTrackHist2[i]->SetBinEdges(0,fBinsZv);
+  fRecTrackHist2[i]->SetBinEdges(1,fBinsPt);
+  fRecTrackHist2[i]->SetBinEdges(2,fBinsEta);
+  fRecTrackHist2[i]->SetBinEdges(3,fBinsCentrality); 
+  fRecTrackHist2[i]->GetAxis(0)->SetTitle("Zv (cm)");
+  fRecTrackHist2[i]->GetAxis(1)->SetTitle("p_{T} (GeV/c)");
+  fRecTrackHist2[i]->GetAxis(2)->SetTitle("#eta");
+  fRecTrackHist2[i]->GetAxis(3)->SetTitle("Centrality");
+  fRecTrackHist2[i]->Sumw2();
+
+  // 
+  Int_t binsRecTrackMultHist1[3]={fPtNbins,fMultNbins, fCentralityNbins};
+  Double_t minRecTrackMultHist1[3]={0.,-0.5, -0.}; 
+  Double_t maxRecTrackMultHist1[3]={50.,10000.5, 100.};
+  snprintf(name,256,"fRecTrackMultHist_%d",i);
+  snprintf(title,256,"Pt:Mult:Centrality");
+  fRecTrackMultHist1[i] = new THnSparseF(name,title,3,binsRecTrackMultHist1,minRecTrackMultHist1,maxRecTrackMultHist1);
+  fRecTrackMultHist1[i]->SetBinEdges(0,fBinsPt);
+  fRecTrackMultHist1[i]->SetBinEdges(1,fBinsMult);
+  fRecTrackMultHist1[i]->SetBinEdges(2,fBinsCentrality);   
+  fRecTrackMultHist1[i]->GetAxis(0)->SetTitle("Pt (GeV/c)");
+  fRecTrackMultHist1[i]->GetAxis(1)->SetTitle("multiplicity");
+  fRecTrackMultHist1[i]->GetAxis(2)->SetTitle("Centrality");  
+  fRecTrackMultHist1[i]->Sumw2();
+  }
+
+  Int_t binsRecMCTrackHist1[5] = {fPtNbins,fEtaNbins,100,100, fCentralityNbins};
+  Double_t minRecMCTrackHist1[5]={0.,-1.5,-0.5,-0.5, 0.}; 
+  Double_t maxRecMCTrackHist1[5]={50.,1.5,0.5,0.5, 100.}; 
+
+  snprintf(name,256,"fRecMCTrackHist1");
+  snprintf(title,256,"mcPt:mcEta:(Pt-mcPt)/mcPt:(Eta-mcEta):Centrality");
+  fRecMCTrackHist1 = new THnSparseF(name,title,5,binsRecMCTrackHist1,minRecMCTrackHist1,maxRecMCTrackHist1);
+  fRecMCTrackHist1->SetBinEdges(0,fBinsPt);
+  fRecMCTrackHist1->SetBinEdges(1,fBinsEta);
+  fRecMCTrackHist1->SetBinEdges(4,fBinsCentrality);  
+  fRecMCTrackHist1->GetAxis(0)->SetTitle("mcPt (GeV/c)");
+  fRecMCTrackHist1->GetAxis(1)->SetTitle("mcEta");
+  fRecMCTrackHist1->GetAxis(2)->SetTitle("(Pt-mcPt)/mcPt");
+  fRecMCTrackHist1->GetAxis(3)->SetTitle("Eta-mcEta");
+  fRecMCTrackHist1->GetAxis(4)->SetTitle("Centrality"); 
+
+  Int_t binsMCMultRecTrackHist1[4] = {fPtNbins,fEtaNbins,6, fCentralityNbins};
+  Double_t minMCMultRecTrackHist1[4]={0.,-1.5,0., 0.}; 
+  Double_t maxMCMultRecTrackHist1[4]={50.,1.5,6., 100.}; 
+  snprintf(name,256,"fMCMultRecTrackHist1");
+  snprintf(title,256,"mcPt:mcEta:pid:Centrality");
+  fMCMultRecTrackHist1 = new THnSparseF(name,title,4,binsMCMultRecTrackHist1,minMCMultRecTrackHist1,maxMCMultRecTrackHist1);
+  fMCMultRecTrackHist1->SetBinEdges(0,fBinsPt);
+  fMCMultRecTrackHist1->SetBinEdges(1,fBinsEta);
+  fMCMultRecTrackHist1->SetBinEdges(3,fBinsCentrality);  
+  fMCMultRecTrackHist1->GetAxis(0)->SetTitle("mcPt (GeV/c)");
+  fMCMultRecTrackHist1->GetAxis(1)->SetTitle("mcEta");
+  fMCMultRecTrackHist1->GetAxis(2)->SetTitle("pid");
+  fMCMultRecTrackHist1->GetAxis(3)->SetTitle("Centrality"); 
+
+  //nClust:chi2PerClust:pt:eta:phi:Centrality
+  Int_t binsRecTrackHist3[6]={160,100,fPtNbins,fEtaNbins,90, fCentralityNbins};
+  Double_t minRecTrackHist3[6]={0., 0., 0., -1.5, 0., 0.};
+  Double_t maxRecRecTrackHist3[6]={160.,10., 50., 1.5, 2.*TMath::Pi(), 100.};
+
+  fRecTrackHist3 = new THnSparseF("fRecTrackHist3","nClust:chi2PerClust:pt:eta:phi:Centrality",6,binsRecTrackHist3,minRecTrackHist3,maxRecRecTrackHist3);
+  fRecTrackHist3->SetBinEdges(2,fBinsPt);
+  fRecTrackHist3->SetBinEdges(3,fBinsEta);
+  fRecTrackHist3->SetBinEdges(5,fBinsCentrality);  
+  fRecTrackHist3->GetAxis(0)->SetTitle("nClust");
+  fRecTrackHist3->GetAxis(1)->SetTitle("chi2PerClust");
+  fRecTrackHist3->GetAxis(2)->SetTitle("p_{T} (GeV/c)");
+  fRecTrackHist3->GetAxis(3)->SetTitle("#eta");
+  fRecTrackHist3->GetAxis(4)->SetTitle("#phi (rad)");
+  fRecTrackHist3->GetAxis(5)->SetTitle("Centrality");
+  fRecTrackHist3->Sumw2();
+
+
+  // init folder
+  fAnalysisFolder = CreateFolder("folderdNdPt","Analysis dNdPt Folder");
+  
+  // init trigger analysis (for zdc cut)
+  fTriggerAnalysis = new AliTriggerAnalysis;
+  
+  // set init flag
+  fIsInit = kTRUE;
+}
+
+//_____________________________________________________________________________
+void AlidNdPtAnalysisPbPb2011::Process(AliESDEvent *const esdEvent, AliMCEvent *const mcEvent)
+{
+  //  init if not done already
+  if (!fIsInit) { Init(); }
+  //
+  // Process real and/or simulated events
+  //
+  if(!esdEvent) {
+    AliDebug(AliLog::kError, "esdEvent not available");
+    return;
+  }
+  
+  // get selection cuts
+  AlidNdPtEventCuts *evtCuts = GetEventCuts(); 
+  AlidNdPtAcceptanceCuts *accCuts = GetAcceptanceCuts(); 
+  AlidNdPtAcceptanceCuts *recCuts = GetRecAcceptanceCuts();   
+  AliESDtrackCuts *esdTrackCuts = GetTrackCuts(); 
+
+  if(!evtCuts || !accCuts  || !esdTrackCuts) {
+    AliDebug(AliLog::kError, "cuts not available");
+    return;
+  }
+  if (0 == recCuts) { recCuts = accCuts;}
+
+  // trigger selection
+  Bool_t isEventTriggered = kTRUE;
+  AliPhysicsSelection *physicsSelection = NULL;
+  AliTriggerAnalysis* triggerAnalysis = NULL;
+
+  // 
+  AliInputEventHandler* inputHandler = (AliInputEventHandler*) AliAnalysisManager::GetAnalysisManager()->GetInputEventHandler();
+  if (!inputHandler)
+  {
+    Printf("ERROR: Could not receive input handler");
+    return;
+  }
+
+  if(evtCuts->IsTriggerRequired())  
+  {
+    // always MB
+    //isEventTriggered = inputHandler->IsEventSelected() & AliVEvent::kMB;
+    isEventTriggered = inputHandler->IsEventSelected() & GetTriggerMask();
+
+    physicsSelection = static_cast<AliPhysicsSelection*> (inputHandler->GetEventSelection());
+    if(!physicsSelection) return;
+    //SetPhysicsTriggerSelection(physicsSelection);
+
+    if (isEventTriggered && (GetTrigger() == AliTriggerAnalysis::kV0AND)) {
+      // set trigger (V0AND)
+      triggerAnalysis = physicsSelection->GetTriggerAnalysis();
+      if(!triggerAnalysis) return;
+      isEventTriggered = triggerAnalysis->IsOfflineTriggerFired(esdEvent, GetTrigger());
+    }
+  }
+
+
+  // centrality determination
+  Float_t centralityF = -1.;
+  AliCentrality *esdCentrality = esdEvent->GetCentrality();
+  centralityF = esdCentrality->GetCentralityPercentile(fCentralityEstimator.Data());
+       
+       // if centrality percentile is larger then the highest bin, return
+       if(centralityF > fBinsCentrality[fCentralityNbins]) return;
+
+  // use MC information
+  AliHeader* header = 0;
+  AliGenEventHeader* genHeader = 0;
+  AliStack* stack = 0;
+  TArrayF vtxMC(3);
+
+  Int_t multMCTrueTracks = 0;
+  if(IsUseMCInfo())
+  {
+    //
+    if(!mcEvent) {
+      AliDebug(AliLog::kError, "mcEvent not available");
+      return;
+    }
+    // get MC event header
+    header = mcEvent->Header();
+    if (!header) {
+      AliDebug(AliLog::kError, "Header not available");
+      return;
+    }
+    // MC particle stack
+    stack = mcEvent->Stack();
+    if (!stack) {
+      AliDebug(AliLog::kError, "Stack not available");
+      return;
+    }
+
+    // get MC vertex
+    genHeader = header->GenEventHeader();
+    if (!genHeader) {
+      AliDebug(AliLog::kError, "Could not retrieve genHeader from Header");
+      return;
+    }
+    genHeader->PrimaryVertex(vtxMC);
+
+    Double_t vMCEventHist1[4]={vtxMC[0],vtxMC[1],vtxMC[2],centralityF};
+    fMCEventHist1->Fill(vMCEventHist1);
+
+    // multipliticy of all MC primary tracks
+    // in Zv, pt and eta ranges)
+    multMCTrueTracks = AlidNdPtHelper::GetMCTrueTrackMult(mcEvent,evtCuts,accCuts);
+
+  } // end bUseMC
+
+  // get reconstructed vertex  
+  const AliESDVertex* vtxESD = 0; 
+  if(GetAnalysisMode() == AlidNdPtHelper::kTPC) {
+     vtxESD = esdEvent->GetPrimaryVertexTPC();
+  }
+  else if(GetAnalysisMode() == AlidNdPtHelper::kTPCITS) {
+     vtxESD = esdEvent->GetPrimaryVertexTracks();
+  }
+  else {
+     return;
+  }
+
+  if(!vtxESD) return;
+
+  Bool_t isEventOK = evtCuts->AcceptEvent(esdEvent,mcEvent,vtxESD); 
+  //printf("isEventOK %d, isEventTriggered %d \n",isEventOK, isEventTriggered);
+  //printf("GetAnalysisMode() %d \n",GetAnalysisMode());
+
+  // vertex contributors
+  Int_t multMBTracks = 0; 
+  if(GetAnalysisMode() == AlidNdPtHelper::kTPC || GetAnalysisMode() == AlidNdPtHelper::kTPCITS) 
+  {
+     if(vtxESD->GetStatus()) {
+         multMBTracks = vtxESD->GetNContributors();
+     }
+  } 
+  else {
+    AliDebug(AliLog::kError, Form("Found analysis type %d", GetAnalysisMode()));
+    return; 
+  }
+  
+  TObjArray *allChargedTracks=0;
+  //Int_t multAll=0, multAcc=0, multRec=0;
+  Int_t multAll=0, multRec=0;
+  Int_t *labelsAll=0, *labelsAcc=0, *labelsRec=0;
+
+  // check event cuts
+  if(isEventOK && isEventTriggered)
+  {
+
+    // get all charged tracks
+    allChargedTracks = AlidNdPtHelper::GetAllChargedTracks(esdEvent,GetAnalysisMode());
+    if(!allChargedTracks) return;
+
+    Int_t entries = allChargedTracks->GetEntries();
+
+    labelsAll = new Int_t[entries];
+    labelsAcc = new Int_t[entries];
+    labelsRec = new Int_t[entries];
+    for(Int_t i=0; i<entries;++i) 
+    {
+      AliESDtrack *track = (AliESDtrack*)allChargedTracks->At(i);
+
+      if(!track) continue;
+      if(track->Charge()==0) continue;
+
+
+      // only postive charged 
+      if(GetParticleMode() == AlidNdPtHelper::kPlus && track->Charge() < 0) 
+        continue;
+      
+      // only negative charged 
+      if(GetParticleMode() == AlidNdPtHelper::kMinus && track->Charge() > 0) 
+        continue;
+
+      //
+      Double_t values[4] = {vtxESD->GetZv(),track->Pt(),track->Eta(), centralityF};      
+
+      fRecTrackHist2[AlidNdPtHelper::kAllTracks]->Fill(values);
+      FillHistograms(track,stack,AlidNdPtHelper::kAllTracks,centralityF); 
+      labelsAll[multAll] = TMath::Abs(track->GetLabel());
+
+      multAll++;      
+      if(esdTrackCuts->AcceptTrack(track) && accCuts->AcceptTrack(track) && recCuts->AcceptTrackLocalTPC(track)) {
+
+         fRecTrackHist2[AlidNdPtHelper::kRecTracks]->Fill(values);
+         FillHistograms(track,stack,AlidNdPtHelper::kRecTracks,centralityF); 
+         labelsRec[multRec] = TMath::Abs(track->GetLabel());
+
+         multRec++;
+
+      }
+     }//loop over entries
+
+
+     // fill track multiplicity histograms
+     //FillHistograms(allChargedTracks,labelsAll,multAll,labelsAcc,multAcc,labelsRec,multRec);
+
+     Double_t vRecEventHist1[4] = {vtxESD->GetXv(),vtxESD->GetYv(),vtxESD->GetZv(),centralityF};
+     fRecEventHist1->Fill(vRecEventHist1);
+
+     Double_t vRecEventHist2[3] = {vtxESD->GetZv(),multMBTracks,centralityF};
+     fRecEventHist2->Fill(vRecEventHist2);
+
+   } // triggered and event vertex
+
+   if(IsUseMCInfo())  
+   {
+     // 
+     // event level corrections (zv,N_MB)
+     //
+     // all inelastic
+     Double_t vEventMatrix[3] = {vtxMC[2],multMBTracks,centralityF};
+     fGenEventMatrix->Fill(vEventMatrix); 
+     if(isEventTriggered) fTriggerEventMatrix->Fill(vEventMatrix);
+     if(isEventOK && isEventTriggered) fRecEventMatrix->Fill(vEventMatrix);
+
+     //
+     // track-event level corrections (zv,pt,eta)
+     //
+     for (Int_t iMc = 0; iMc < stack->GetNtrack(); ++iMc) 
+     {
+       TParticle* particle = stack->Particle(iMc);
+       if (!particle)
+       continue;
+
+       // only charged particles
+       if(!particle->GetPDG()) continue;
+       Double_t charge = particle->GetPDG()->Charge()/3.;
+       if ( TMath::Abs(charge) < 0.001 )
+        continue;
+
+       // only postive charged 
+       if(GetParticleMode() == AlidNdPtHelper::kPlus && charge < 0.) 
+        continue;
+       
+       // only negative charged 
+       if(GetParticleMode() == AlidNdPtHelper::kMinus && charge > 0.) 
+       continue;
+      
+       // physical primary
+       Bool_t prim = stack->IsPhysicalPrimary(iMc);
+       if(!prim) continue;
+
+       // checked accepted
+       if(accCuts->AcceptTrack(particle)) 
+       {
+        Double_t vTrackEventMatrix[4] = {vtxMC[2], particle->Pt(), particle->Eta(), centralityF}; 
+        fGenTrackEventMatrix->Fill(vTrackEventMatrix);
+
+        if(!isEventTriggered) continue;  
+        fTriggerTrackEventMatrix->Fill(vTrackEventMatrix);
+
+       if(!isEventOK) continue;
+       fRecTrackEventMatrix->Fill(vTrackEventMatrix);
+
+       }// if(accCuts->AcceptTrack(particle))
+     }// for (Int_t iMc = 0; iMc < stack->GetNtrack(); ++iMc)
+
+     // 
+     // track-level corrections (zv,pt,eta)
+     //
+     if(isEventOK && isEventTriggered)
+     {
+
+       // fill MC and rec event control histograms
+       if(fHistogramsOn) {
+         Double_t vRecMCEventHist1[4] = {vtxESD->GetXv()-vtxMC[0],vtxESD->GetYv()-vtxMC[1],vtxESD->GetZv()-vtxMC[2], centralityF};
+         fRecMCEventHist1->Fill(vRecMCEventHist1);//
+
+         Double_t vRecMCEventHist2[4] = {vtxESD->GetXv()-vtxMC[0],vtxESD->GetZv()-vtxMC[2],multMBTracks, centralityF};
+         fRecMCEventHist2->Fill(vRecMCEventHist2);
+
+       }//
+
+       //
+       // MC histograms for track efficiency studies
+       //
+       for (Int_t iMc = 0; iMc < stack->GetNtrack(); ++iMc) 
+       {
+         TParticle* particle = stack->Particle(iMc);
+         if (!particle)
+         continue;
+
+         Double_t vTrackMatrix[4] = {vtxMC[2],particle->Pt(),particle->Eta(),centralityF}; 
+
+         // only charged particles
+         if(!particle->GetPDG()) continue;
+         Double_t charge = particle->GetPDG()->Charge()/3.;
+         if (TMath::Abs(charge) < 0.001)
+         continue;
+
+         // only postive charged 
+         if(GetParticleMode() == AlidNdPtHelper::kPlus && charge < 0.) 
+        continue;
+       
+         // only negative charged 
+         if(GetParticleMode() == AlidNdPtHelper::kMinus && charge > 0.) 
+        continue;
+      
+         // physical primary
+         Bool_t prim = stack->IsPhysicalPrimary(iMc);
+
+         // check accepted
+         if(accCuts->AcceptTrack(particle)) 
+        {
+
+           if( AlidNdPtHelper::IsPrimaryParticle(stack, iMc, GetParticleMode()) ) 
+            fGenPrimTrackMatrix->Fill(vTrackMatrix);
+
+          // fill control histograms
+           if(fHistogramsOn) 
+            FillHistograms(stack,iMc,AlidNdPtHelper::kAccTracks, centralityF); 
+
+           // check multiple found tracks
+          Int_t multCount = 0;
+           for(Int_t iRec=0; iRec<multRec; ++iRec)
+           {
+             if(iMc == labelsRec[iRec]) 
+            {
+              multCount++;
+              if(multCount>1)
+              {  
+                 fRecMultTrackMatrix->Fill(vTrackMatrix);
+
+                 // fill control histogram
+                 if(fHistogramsOn) {
+                   Int_t pid = AlidNdPtHelper::ConvertPdgToPid(particle);
+                   Double_t vMCMultRecTrackHist1[4] = {particle->Pt(), particle->Eta(), pid, centralityF};
+                  fMCMultRecTrackHist1->Fill(vMCMultRecTrackHist1);
+                }
+              }
+            }
+          }
+
+           // check reconstructed
+           for(Int_t iRec=0; iRec<multRec; ++iRec)
+           {
+             if(iMc == labelsRec[iRec]) 
+            {
+               fRecTrackMatrix->Fill(vTrackMatrix);
+
+               if( AlidNdPtHelper::IsPrimaryParticle(stack, iMc, GetParticleMode()) ) {
+                fRecPrimTrackMatrix->Fill(vTrackMatrix);
+              }
+               if(!prim) fRecSecTrackMatrix->Fill(vTrackMatrix);
+
+              // fill control histograms
+               if(fHistogramsOn) 
+                 FillHistograms(stack,iMc,AlidNdPtHelper::kRecTracks, centralityF); 
+             
+               break;
+             }//if(iMc == labelsRec[iRec])
+           }//reco tracks
+         }//accepted tracks
+       }//stack loop
+     }//is triggered
+   } // end bUseMC
+
+  if(allChargedTracks) delete allChargedTracks; allChargedTracks = 0;
+  if(labelsAll) delete [] labelsAll; labelsAll = 0;
+  if(labelsAcc) delete [] labelsAcc; labelsAcc = 0;
+  if(labelsRec) delete [] labelsRec; labelsRec = 0;
+
+}
+
+//_____________________________________________________________________________
+void AlidNdPtAnalysisPbPb2011::FillHistograms(TObjArray *const allChargedTracks,Int_t *const labelsAll,Int_t multAll,Int_t *const labelsAcc,Int_t multAcc,Int_t *const labelsRec,Int_t multRec, Float_t centralityF) {
+ // multiplicity  histograms
+
+  if(!allChargedTracks) return;
+  if(!labelsAll) return;
+  if(!labelsAcc) return;
+  if(!labelsRec) return;
+
+  Int_t entries = allChargedTracks->GetEntries();
+  for(Int_t i=0; i<entries; ++i)
+  {
+     AliESDtrack *track = (AliESDtrack*)allChargedTracks->At(i);
+     if(!track) continue;
+     if(track->Charge() == 0) continue;
+
+     Int_t label = TMath::Abs(track->GetLabel());
+     for(Int_t iAll=0; iAll<multAll; ++iAll) {
+       if(label == labelsAll[iAll]) {
+         Double_t v1[3] = {track->Pt(), multAll, centralityF}; 
+         fRecTrackMultHist1[AlidNdPtHelper::kAllTracks]->Fill(v1);
+       }
+     }
+     for(Int_t iAcc=0; iAcc<multAcc; ++iAcc) {
+       if(label == labelsAcc[iAcc]) {
+         Double_t v2[3] = {track->Pt(), multAcc, centralityF}; 
+         fRecTrackMultHist1[AlidNdPtHelper::kAccTracks]->Fill(v2);
+       }
+     }
+     for(Int_t iRec=0; iRec<multRec; ++iRec) {
+       if(label == labelsRec[iRec]) {
+         Double_t v3[3] = {track->Pt(), multRec, centralityF}; 
+         fRecTrackMultHist1[AlidNdPtHelper::kRecTracks]->Fill(v3);
+       }//out
+     }
+  }
+}
+
+//_____________________________________________________________________________
+void AlidNdPtAnalysisPbPb2011::FillHistograms(AliESDtrack *const esdTrack, AliStack *const stack, AlidNdPtHelper::TrackObject trackObj, Float_t centralityF)
+{
+
+  //
+  // Fill ESD track and MC histograms 
+  //
+  if(!esdTrack) return;
+
+  Float_t q = esdTrack->Charge();
+  if(TMath::Abs(q) < 0.001) return;
+
+  Float_t pt = esdTrack->Pt();
+  Float_t eta = esdTrack->Eta();
+  Float_t phi = esdTrack->Phi();
+
+  Float_t dca[2], bCov[3];
+  esdTrack->GetImpactParameters(dca,bCov);
+
+  Int_t nClust = esdTrack->GetTPCclusters(0);
+  Float_t chi2PerCluster = 0.;
+  if(nClust>0.) chi2PerCluster = esdTrack->GetTPCchi2()/Float_t(nClust);
+
+
+  // fill histograms
+  Double_t values[4] = {pt,eta,phi,centralityF};         
+  fRecTrackHist1[trackObj]->Fill(values);
+
+  //
+  // Fill rec vs MC information
+  //
+  if(!stack) return;
+
+  Int_t label = TMath::Abs(esdTrack->GetLabel()); 
+  //if(label == 0) return;
+
+  if(label > stack->GetNtrack()) return;
+  TParticle* particle = stack->Particle(label);
+  if(!particle) return;
+
+  Int_t motherPdg = -1;
+  TParticle* mother = 0;
+
+  //TParticle* prim_mother = AlidNdPtHelper::FindPrimaryMother(stack,label);
+  Int_t motherLabel = particle->GetMother(0); 
+  if(motherLabel>0) mother = stack->Particle(motherLabel);
+  if(mother) motherPdg = TMath::Abs(mother->GetPdgCode()); // take abs for visualisation only
+  //Int_t mech = particle->GetUniqueID(); // production mechanism
+
+  if(!particle->GetPDG()) return;
+  Double_t gq = particle->GetPDG()->Charge()/3.0; // Charge units |e|/3 
+  if(TMath::Abs(gq)<0.001) return;
+  Float_t gpt = particle->Pt();
+  Float_t geta = particle->Eta();
+
+  Double_t dpt=0;
+  //printf("pt %f, gpt %f \n",pt,gpt);
+  if(gpt) dpt = (pt-gpt)/gpt;
+  Double_t deta = (eta-geta);
+  // fill histograms
+  if(trackObj == AlidNdPtHelper::kRecTracks)  //RecTracks???
+  {
+    Double_t vTrackPtCorrelationMatrix[4]={pt,gpt,geta,centralityF};
+    fTrackPtCorrelationMatrix->Fill(vTrackPtCorrelationMatrix);
+
+    Double_t vRecMCTrackHist1[5]={gpt,geta,dpt,deta,centralityF};
+    fRecMCTrackHist1->Fill(vRecMCTrackHist1);
+  }
+}
+
+//_____________________________________________________________________________
+void AlidNdPtAnalysisPbPb2011::FillHistograms(AliStack *const stack, Int_t label, AlidNdPtHelper::TrackObject trackObj, Float_t centralityF)
+{
+
+  // Fill MC histograms
+  if(!stack) return;
+
+  if(label > stack->GetNtrack()) return;
+  TParticle* particle = stack->Particle(label);
+  if(!particle) return;
+
+  Int_t motherPdg = -1;
+  TParticle* mother = 0;
+
+  //TParticle* prim_mother = AlidNdPtHelper::FindPrimaryMother(stack,label);
+  Int_t motherLabel = particle->GetMother(0); 
+  if(motherLabel>0) mother = stack->Particle(motherLabel);
+  if(mother) motherPdg = TMath::Abs(mother->GetPdgCode()); // take abs for visualisation only
+  Int_t mech = particle->GetUniqueID(); // production mechanism
+
+  if(!particle->GetPDG()) return;
+  Double_t gq = particle->GetPDG()->Charge()/3.0; // Charge units |e|/3 
+  if(TMath::Abs(gq) < 0.001) return;
+
+  Float_t gpt = particle->Pt();
+  //Float_t qgpt = particle->Pt() * gq;
+  Float_t geta = particle->Eta();
+  Float_t gphi = particle->Phi();
+  //Float_t gpz = particle->Pz();
+
+  Bool_t prim = stack->IsPhysicalPrimary(label);
+  //Float_t vx = particle->Vx(); Float_t vy = particle->Vy(); Float_t vz = particle->Vz();
+
+  Int_t pid = AlidNdPtHelper::ConvertPdgToPid(particle);
+
+  //if(prim&&pid==5) printf("pdgcode %d, production mech %d \n",particle->GetPdgCode(),mech);
+  //if(!prim) printf("motherPdg %d, particle %d, production mech %d\n",motherPdg, particle->GetPdgCode(),mech);
+  
+  //
+  // fill histogram
+  //
+  Double_t vMCTrackHist1[4] = {gpt,geta,gphi,centralityF};
+  fMCTrackHist1[trackObj]->Fill(vMCTrackHist1);
+
+  Double_t vMCPrimTrackHist1[6] = {gpt,geta,pid,mech,motherPdg,centralityF};
+  Double_t vMCPrimTrackHist2[4] = {TMath::Abs(particle->GetPdgCode()),mech,motherPdg,centralityF};
+
+  //if(prim && AliPWG0Helper::IsPrimaryCharged(particle, label)) fMCPrimTrackHist1[trackObj]->Fill(vMCPrimTrackHist1);
+
+  if(prim) { 
+    fMCPrimTrackHist1[trackObj]->Fill(vMCPrimTrackHist1);
+    if(pid == 5) fMCPrimTrackHist2[trackObj]->Fill(vMCPrimTrackHist2);
+  }
+  else { 
+    fMCSecTrackHist1[trackObj]->Fill(vMCPrimTrackHist1);
+  }
+
+}
+
+//_____________________________________________________________________________
+Long64_t AlidNdPtAnalysisPbPb2011::Merge(TCollection* const list) 
+{
+  // Merge list of objects (needed by PROOF)
+
+  //  init if not done already
+  if (!fIsInit) { Init(); }
+
+  if (!list)
+  return 0;
+
+  if (list->IsEmpty())
+  return 1;
+
+  TIterator* iter = list->MakeIterator();
+  TObject* obj = 0;
+
+  //
+  //TList *collPhysSelection = new TList;
+
+  // collection of generated histograms
+
+  Int_t count=0;
+  while((obj = iter->Next()) != 0) {
+    AlidNdPtAnalysisPbPb2011* entry = dynamic_cast<AlidNdPtAnalysisPbPb2011*>(obj);
+    if (entry == 0) continue; 
+
+    // physics selection
+    //printf("entry->GetPhysicsTriggerSelection() %p \n", entry->GetPhysicsTriggerSelection());
+    //AliPhysicsSelection *physSel = entry->GetPhysicsTriggerSelection();
+    //if( physSel ) collPhysSelection->Add(physSel); 
+    
+    //
+    fTrackPtCorrelationMatrix->Add(entry->fTrackPtCorrelationMatrix);
+
+    //
+    fGenEventMatrix->Add(entry->fGenEventMatrix);
+
+    fTriggerEventMatrix->Add(entry->fTriggerEventMatrix);
+
+    fRecEventMatrix->Add(entry->fRecEventMatrix);
+    //
+    fGenTrackEventMatrix->Add(entry->fGenTrackEventMatrix);
+
+    fTriggerTrackEventMatrix->Add(entry->fTriggerTrackEventMatrix);
+
+    fRecTrackEventMatrix->Add(entry->fRecTrackEventMatrix);
+
+    //
+    fGenTrackMatrix->Add(entry->fGenTrackMatrix);
+    fGenPrimTrackMatrix->Add(entry->fGenPrimTrackMatrix);
+    fRecPrimTrackMatrix->Add(entry->fRecPrimTrackMatrix);
+    //
+    fRecTrackMatrix->Add(entry->fRecTrackMatrix);
+    fRecSecTrackMatrix->Add(entry->fRecSecTrackMatrix);
+    //
+    fRecMultTrackMatrix->Add(entry->fRecMultTrackMatrix);
+
+    //
+    // control analysis histograms
+    //
+    fMCEventHist1->Add(entry->fMCEventHist1);
+    fRecEventHist1->Add(entry->fRecEventHist1);
+    fRecEventHist2->Add(entry->fRecEventHist2);
+    fRecMCEventHist1->Add(entry->fRecMCEventHist1);
+    fRecMCEventHist2->Add(entry->fRecMCEventHist2);
+
+
+    for(Int_t i=0; i<AlidNdPtHelper::kCutSteps; i++) {
+      fMCTrackHist1[i]->Add(entry->fMCTrackHist1[i]);
+
+      fMCPrimTrackHist1[i]->Add(entry->fMCPrimTrackHist1[i]);
+      fMCPrimTrackHist2[i]->Add(entry->fMCPrimTrackHist2[i]);
+      fMCSecTrackHist1[i]->Add(entry->fMCSecTrackHist1[i]);
+
+      fRecTrackHist1[i]->Add(entry->fRecTrackHist1[i]);
+      fRecTrackHist2[i]->Add(entry->fRecTrackHist2[i]);
+      fRecTrackMultHist1[i]->Add(entry->fRecTrackMultHist1[i]);
+    }
+    fRecMCTrackHist1->Add(entry->fRecMCTrackHist1);
+    fMCMultRecTrackHist1->Add(entry->fMCMultRecTrackHist1);
+    fRecTrackHist3->Add(entry->fRecTrackHist3);
+
+  count++;
+  }
+
+  //AliPhysicsSelection *trigSelection = GetPhysicsTriggerSelection();
+  //if( trigSelection ) trigSelection->Merge(collPhysSelection);
+  //if(collPhysSelection) delete collPhysSelection;
+
+return count;
+}
+
+
+
+//_____________________________________________________________________________
+void AlidNdPtAnalysisPbPb2011::Analyse() 
+{
+
+  //  init if not done already
+  if (!fIsInit) { Init(); }
+
+  // Analyse histograms
+  //
+  TH1::AddDirectory(kFALSE);
+  TH1 *h=0, *h1=0, *h2=0, *h2c = 0; 
+  THnSparse *hs=0; 
+  TH2 *h2D=0; 
+
+  char name[256];
+  TObjArray *aFolderObj = new TObjArray;
+  if(!aFolderObj) return;
+  
+  //
+  // LHC backgraund in all and 0-bins
+  //
+  //AliPhysicsSelection *trigSel = GetPhysicsTriggerSelection();
+  //trigSel->SaveHistograms("physics_selection");
+
+  //
+  // Reconstructed event vertex
+  //
+  h = fRecEventHist1->Projection(0);
+  h->SetName("Xv");
+  aFolderObj->Add(h);
+
+  h = fRecEventHist1->Projection(1);
+  h->SetName("Yv");
+  aFolderObj->Add(h);
+
+  h = fRecEventHist1->Projection(2);
+  h->SetName("Zv");
+  aFolderObj->Add(h);
+
+  //
+  // multiplicity
+  //
+  h = fRecEventHist2->Projection(1);
+  h->SetName("multMB");
+  aFolderObj->Add(h);
+
+  h2D = fRecEventHist2->Projection(0,1); 
+  h2D->SetName("Zv_vs_multiplicity_MB");
+  aFolderObj->Add(h2D);
+
+  //
+  // reconstructed pt histograms
+  //
+  h = fRecTrackHist1[0]->Projection(0);
+  h->Scale(1.,"width");
+  h->SetName("pt_all_ch");
+  aFolderObj->Add(h);
+
+  h = fRecTrackHist1[1]->Projection(0);
+  h->Scale(1.,"width");
+  h->SetName("pt_acc");
+  aFolderObj->Add(h);
+
+  h = fRecTrackHist1[2]->Projection(0);
+  h->Scale(1.,"width");
+  h->SetName("pt_rec");
+  aFolderObj->Add(h);
+
+  //
+  // reconstructed eta histograms
+  //
+  h = fRecTrackHist1[0]->Projection(1);
+  h->SetName("eta_all_ch");
+  aFolderObj->Add(h);
+
+  h = fRecTrackHist1[1]->Projection(1);
+  h->SetName("eta_acc");
+  aFolderObj->Add(h);
+
+  h = fRecTrackHist1[2]->Projection(1);
+  h->SetName("eta_rec");
+  aFolderObj->Add(h);
+
+  //
+  // reconstructed phi histograms
+  //
+  h = fRecTrackHist1[0]->Projection(2);
+  h->SetName("phi_all_ch");
+  aFolderObj->Add(h);
+
+  h = fRecTrackHist1[1]->Projection(2);
+  h->SetName("phi_acc");
+  aFolderObj->Add(h);
+
+  h = fRecTrackHist1[2]->Projection(2);
+  h->SetName("phi_rec");
+  aFolderObj->Add(h);
+
+  //
+  // reconstructed eta:pt histograms
+  //
+  h2D = fRecTrackHist1[0]->Projection(1,0);
+  h2D->SetName("pt_eta_all_ch");
+  aFolderObj->Add(h2D);
+
+  h2D = fRecTrackHist1[1]->Projection(1,0);
+  h2D->SetName("pt_eta_acc");
+  aFolderObj->Add(h2D);
+
+  h2D = fRecTrackHist1[2]->Projection(1,0);
+  h2D->SetName("pt_eta_rec");
+  aFolderObj->Add(h2D);
+
+  //
+  // reconstructed phi:pt histograms
+  //
+  h2D = fRecTrackHist1[0]->Projection(2,0);
+  h2D->SetName("pt_phi_all_ch");
+  aFolderObj->Add(h2D);
+
+  h2D = fRecTrackHist1[1]->Projection(2,0);
+  h2D->SetName("pt_phi_acc");
+  aFolderObj->Add(h2D);
+
+  h2D = fRecTrackHist1[2]->Projection(2,0);
+  h2D->SetName("pt_phi_rec");
+  aFolderObj->Add(h2D);
+
+  //
+  // reconstructed phi:eta histograms
+  //
+  h2D = fRecTrackHist1[0]->Projection(2,1);
+  h2D->SetName("eta_phi_all_ch");
+  aFolderObj->Add(h2D);
+
+  h2D = fRecTrackHist1[1]->Projection(2,1);
+  h2D->SetName("eta_phi_acc");
+  aFolderObj->Add(h2D);
+
+  h2D = fRecTrackHist1[2]->Projection(2,1);
+  h2D->SetName("eta_phi_rec");
+  aFolderObj->Add(h2D);
+
+  //
+  // reconstructed nClust, chi2 vs pt, eta, phi
+  //
+  if(fHistogramsOn) {
+
+    h2D = fRecTrackHist3->Projection(0,1);
+    h2D->SetName("nClust_chi2_rec");
+    aFolderObj->Add(h2D);
+
+    h2D = fRecTrackHist3->Projection(0,2);
+    h2D->SetName("nClust_pt_rec");
+    aFolderObj->Add(h2D);
+
+    h2D = fRecTrackHist3->Projection(0,3);
+    h2D->SetName("nClust_eta_rec");
+    aFolderObj->Add(h2D);
+
+    h2D = fRecTrackHist3->Projection(0,4);
+    h2D->SetName("nClust_phi_rec");
+    aFolderObj->Add(h2D);
+
+    h2D = fRecTrackHist3->Projection(1,2);
+    h2D->SetName("chi2_pt_rec");
+    aFolderObj->Add(h2D);
+
+    h2D = fRecTrackHist3->Projection(1,3);
+    h2D->SetName("chi2_eta_rec");
+    aFolderObj->Add(h2D);
+
+    h2D = fRecTrackHist3->Projection(1,4);
+    h2D->SetName("chi2_phi_rec");
+    aFolderObj->Add(h2D);
+
+  }
+
+  //
+  // calculate corrections for empty events
+  // with multMB==0 
+  //
+
+  //
+  // normalised zv to generate zv for triggered events
+  //
+  h = fRecEventHist2->Projection(0);
+  if( h->Integral() ) h->Scale(1./h->Integral());
+  h->SetName("zv_distribution_norm");
+  aFolderObj->Add(h);
+  //
+  // MC available
+  //
+  if(IsUseMCInfo()) {
+
+  //
+  // Event vertex resolution
+  //
+  h2D = fRecMCEventHist2->Projection(0,2);
+  h2D->SetName("DeltaXv_vs_mult");
+  aFolderObj->Add(h2D);
+
+  h2D = fRecMCEventHist2->Projection(1,2);
+  h2D->SetName("DeltaZv_vs_mult");
+  aFolderObj->Add(h2D);
+
+  //
+  // normalised zv to get trigger/trigger+vertex event differences
+  // F(zv) = E_trig(zv,0)/Int(E_trig(zv,0) / Sum(E_trigvtx(zv,n))/Sum(Int(E_trigvtx(zv,n))dzv)
+  //
+  fTriggerEventMatrix->GetAxis(1)->SetRangeUser(0.,0.);
+  h = fTriggerEventMatrix->Projection(0);
+  h2D = fTriggerEventMatrix->Projection(0,1);
+  if(h2D->Integral()) h->Scale(1./h2D->Integral());
+
+  h1 = fRecEventMatrix->Projection(0);
+  h2D = fRecEventMatrix->Projection(0,1);
+  if(h2D->Integral()) h1->Scale(1./h2D->Integral());
+
+  h->Divide(h1);
+  h->SetName("zv_empty_events_norm");
+  aFolderObj->Add(h);
+  
+  fTriggerEventMatrix->GetAxis(1)->SetRange(1,fTriggerEventMatrix->GetAxis(1)->GetNbins());
+
+  //
+  // rec. vs true track pt correlation matrix
+  //
+  hs = (THnSparse*)fTrackPtCorrelationMatrix->Clone("track_pt_correlation_matrix");
+  aFolderObj->Add(hs);
+
+  //
+  // trigger efficiency for INEL
+  //
+  h = AlidNdPtHelper::GenerateCorrMatrix(fTriggerEventMatrix->Projection(0),fGenEventMatrix->Projection(0),"zv_trig_INEL_eff_matrix");
+  aFolderObj->Add(h);
+
+
+  //
+  // trigger bias correction (MB to INEL)
+  //
+  hs = AlidNdPtHelper::GenerateCorrMatrix(fGenEventMatrix,fTriggerEventMatrix,"zv_mult_trig_MBtoInel_corr_matrix");
+  aFolderObj->Add(hs);
+
+  h = AlidNdPtHelper::GenerateCorrMatrix(fGenEventMatrix->Projection(0),fTriggerEventMatrix->Projection(0),"zv_trig_MBtoInel_corr_matrix");
+  aFolderObj->Add(h);
+
+  h2D = AlidNdPtHelper::GenerateCorrMatrix(fGenEventMatrix->Projection(0,1),fTriggerEventMatrix->Projection(0,1),"zv_mult_trig_MBtoInel_corr_matrix_2D");
+  aFolderObj->Add(h2D);
+
+
+  h = AlidNdPtHelper::GenerateCorrMatrix(fGenEventMatrix->Projection(1),fTriggerEventMatrix->Projection(1),"mult_trig_MBtoInel_corr_matrix");
+  aFolderObj->Add(h);
+
+
+  //
+  // event vertex reconstruction correction (MB)
+  //
+  hs = AlidNdPtHelper::GenerateCorrMatrix(fTriggerEventMatrix,fRecEventMatrix,"zv_mult_event_corr_matrix");
+  aFolderObj->Add(hs);
+
+  h2D = AlidNdPtHelper::GenerateCorrMatrix(fTriggerEventMatrix->Projection(0,1),fRecEventMatrix->Projection(0,1),"zv_mult_event_corr_matrix_2D");
+  aFolderObj->Add(h2D);
+
+
+  h = AlidNdPtHelper::GenerateCorrMatrix(fTriggerEventMatrix->Projection(1),fRecEventMatrix->Projection(1),"mult_event_corr_matrix");
+  aFolderObj->Add(h);
+
+
+  h = AlidNdPtHelper::GenerateCorrMatrix(fTriggerEventMatrix->Projection(0),fRecEventMatrix->Projection(0),"zv_event_corr_matrix");
+  aFolderObj->Add(h);
+
+
+
+  //
+  // track-event trigger bias correction (MB to INEL)
+  //
+  hs = AlidNdPtHelper::GenerateCorrMatrix(fGenTrackEventMatrix,fTriggerTrackEventMatrix,"zv_pt_eta_track_trig_MBtoInel_corr_matrix");
+  aFolderObj->Add(hs);
+
+  h2D = AlidNdPtHelper::GenerateCorrMatrix(fGenTrackEventMatrix->Projection(1,2),fTriggerTrackEventMatrix->Projection(1,2),"eta_pt_track_trig_MBtoInel_corr_matrix");
+  aFolderObj->Add(h2D);
+
+  h2D = AlidNdPtHelper::GenerateCorrMatrix(fGenTrackEventMatrix->Projection(1,0),fTriggerTrackEventMatrix->Projection(1,0),"pt_zv_track_trig_MBtoInel_corr_matrix");
+  aFolderObj->Add(h2D);
+
+  h2D = AlidNdPtHelper::GenerateCorrMatrix(fGenTrackEventMatrix->Projection(2,0),fTriggerTrackEventMatrix->Projection(2,0),"zv_eta_track_trig_MBtoInel_corr_matrix");
+  aFolderObj->Add(h2D);
+
+  // efficiency
+
+  h = AlidNdPtHelper::GenerateCorrMatrix(fTriggerTrackEventMatrix->Projection(1),fGenTrackEventMatrix->Projection(1),"pt_track_trig_MBtoInel_eff_matrix");
+  aFolderObj->Add(h);
+
+
+  //
+  // track-event vertex reconstruction correction (MB)
+  //
+  hs = AlidNdPtHelper::GenerateCorrMatrix(fTriggerTrackEventMatrix,fRecTrackEventMatrix,"zv_pt_eta_track_event_corr_matrix");
+  aFolderObj->Add(hs);
+
+  h2D = AlidNdPtHelper::GenerateCorrMatrix(fTriggerTrackEventMatrix->Projection(1,2),fRecTrackEventMatrix->Projection(1,2),"eta_pt_track_event_corr_matrix");
+  aFolderObj->Add(h2D);
+
+  h2D = AlidNdPtHelper::GenerateCorrMatrix(fTriggerTrackEventMatrix->Projection(1,0),fRecTrackEventMatrix->Projection(1,0),"pt_zv_track_event_corr_matrix");
+  aFolderObj->Add(h2D);
+
+  h2D = AlidNdPtHelper::GenerateCorrMatrix(fTriggerTrackEventMatrix->Projection(2,0),fRecTrackEventMatrix->Projection(2,0),"zv_eta_track_event_corr_matrix");
+  aFolderObj->Add(h2D);
+  
+  // efficiency
+
+  h = AlidNdPtHelper::GenerateCorrMatrix(fRecTrackEventMatrix->Projection(1),fTriggerTrackEventMatrix->Projection(1),"pt_track_event_eff_matrix");
+  aFolderObj->Add(h);
+
+
+  //
+  // track rec. efficiency correction
+  //
+  hs = AlidNdPtHelper::GenerateCorrMatrix(fGenPrimTrackMatrix,fRecPrimTrackMatrix,"zv_pt_eta_track_corr_matrix");
+  aFolderObj->Add(hs);
+
+  h2D = AlidNdPtHelper::GenerateCorrMatrix(fGenPrimTrackMatrix->Projection(1,2),fRecPrimTrackMatrix->Projection(1,2),"eta_pt_track_corr_matrix");
+  aFolderObj->Add(h2D);
+
+  h2D = AlidNdPtHelper::GenerateCorrMatrix(fGenPrimTrackMatrix->Projection(1,0),fRecPrimTrackMatrix->Projection(1,0),"pt_zv_track_corr_matrix");
+  aFolderObj->Add(h2D);
+
+  h2D = AlidNdPtHelper::GenerateCorrMatrix(fGenPrimTrackMatrix->Projection(2,0),fRecPrimTrackMatrix->Projection(2,0),"zv_eta_track_corr_matrix");
+  aFolderObj->Add(h2D);
+
+  
+  h = AlidNdPtHelper::GenerateCorrMatrix(fGenPrimTrackMatrix->Projection(0),fRecPrimTrackMatrix->Projection(0),"zv_track_corr_matrix");
+  aFolderObj->Add(h);
+
+  h = AlidNdPtHelper::GenerateCorrMatrix(fGenPrimTrackMatrix->Projection(1),fRecPrimTrackMatrix->Projection(1),"pt_track_corr_matrix");
+  aFolderObj->Add(h);
+
+  // efficiency
+
+  h = AlidNdPtHelper::GenerateCorrMatrix(fRecPrimTrackMatrix->Projection(1), fGenPrimTrackMatrix->Projection(1),"pt_track_eff_matrix");
+  aFolderObj->Add(h);
+
+  h = AlidNdPtHelper::GenerateCorrMatrix(fGenPrimTrackMatrix->Projection(2),fRecPrimTrackMatrix->Projection(2),"eta_track_corr_matrix");
+  aFolderObj->Add(h);
+
+  //
+  // secondary track contamination correction
+  //
+  //hs = AlidNdPtHelper::GenerateContCorrMatrix(fRecSecTrackMatrix,fRecTrackMatrix,"zv_pt_eta_track_cont_matrix");
+  hs = AlidNdPtHelper::GenerateCorrMatrix(fRecSecTrackMatrix,fRecTrackMatrix,"zv_pt_eta_track_cont_matrix");
+  aFolderObj->Add(hs);
+
+  h2D = AlidNdPtHelper::GenerateCorrMatrix(fRecSecTrackMatrix->Projection(1,2),fRecTrackMatrix->Projection(1,2),"eta_pt_track_cont_matrix");
+  aFolderObj->Add(h2D);
+
+  h2D = AlidNdPtHelper::GenerateCorrMatrix(fRecSecTrackMatrix->Projection(1,0),fRecTrackMatrix->Projection(1,0),"pt_zv_track_cont_matrix");
+  aFolderObj->Add(h2D);
+
+  h2D = AlidNdPtHelper::GenerateCorrMatrix(fRecSecTrackMatrix->Projection(2,0),fRecTrackMatrix->Projection(2,0),"zv_eta_track_cont_matrix");
+  aFolderObj->Add(h2D);
+
+  h = AlidNdPtHelper::GenerateCorrMatrix(fRecSecTrackMatrix->Projection(0),fRecTrackMatrix->Projection(0),"zv_track_cont_matrix");
+  aFolderObj->Add(h);
+
+
+  h = AlidNdPtHelper::GenerateCorrMatrix(fRecSecTrackMatrix->Projection(1),fRecTrackMatrix->Projection(1),"pt_track_cont_matrix");
+  aFolderObj->Add(h);
+
+  h = AlidNdPtHelper::GenerateCorrMatrix(fRecSecTrackMatrix->Projection(2),fRecTrackMatrix->Projection(2),"eta_track_cont_matrix");
+  aFolderObj->Add(h);
+
+  //
+  // multiple track reconstruction correction
+  //
+  //hs = AlidNdPtHelper::GenerateContCorrMatrix(fRecMultTrackMatrix,fRecTrackMatrix,"zv_pt_eta_mult_track_cont_matrix");
+  hs = AlidNdPtHelper::GenerateCorrMatrix(fRecMultTrackMatrix,fRecTrackMatrix,"zv_pt_eta_mult_track_cont_matrix");
+  aFolderObj->Add(hs);
+
+  h2D = AlidNdPtHelper::GenerateCorrMatrix(fRecMultTrackMatrix->Projection(1,2),fRecTrackMatrix->Projection(1,2),"eta_pt_mult_track_cont_matrix");
+  aFolderObj->Add(h2D);
+
+  h2D = AlidNdPtHelper::GenerateCorrMatrix(fRecMultTrackMatrix->Projection(1,0),fRecTrackMatrix->Projection(1,0),"pt_zv_mult_track_cont_matrix");
+  aFolderObj->Add(h2D);
+
+  h2D = AlidNdPtHelper::GenerateCorrMatrix(fRecMultTrackMatrix->Projection(2,0),fRecTrackMatrix->Projection(2,0),"zv_eta_mult_track_cont_matrix");
+  aFolderObj->Add(h2D);
+
+  h = AlidNdPtHelper::GenerateCorrMatrix(fRecMultTrackMatrix->Projection(0),fRecTrackMatrix->Projection(0),"zv_mult_track_cont_matrix");
+  aFolderObj->Add(h);
+
+  h = AlidNdPtHelper::GenerateCorrMatrix(fRecMultTrackMatrix->Projection(1),fRecTrackMatrix->Projection(1),"pt_mult_track_cont_matrix");
+  aFolderObj->Add(h);
+
+  h = AlidNdPtHelper::GenerateCorrMatrix(fRecMultTrackMatrix->Projection(2),fRecTrackMatrix->Projection(2),"eta_mult_track_cont_matrix");
+  aFolderObj->Add(h);
+
+  //
+  // Control histograms
+  //
+  
+  if(fHistogramsOn) {
+
+  // Efficiency electrons, muons, pions, kaons, protons, all
+  fMCPrimTrackHist1[1]->GetAxis(2)->SetRange(1,1); 
+  fMCPrimTrackHist1[2]->GetAxis(2)->SetRange(1,1); 
+  h1 = fMCPrimTrackHist1[1]->Projection(0);
+  h2 = fMCPrimTrackHist1[2]->Projection(0);
+  h2c = (TH1D *)h2->Clone();
+  h2c->Divide(h1);
+  h2c->SetName("eff_pt_electrons");
+  aFolderObj->Add(h2c);
+
+  fMCPrimTrackHist1[1]->GetAxis(2)->SetRange(2,2); 
+  fMCPrimTrackHist1[2]->GetAxis(2)->SetRange(2,2); 
+  h1 = fMCPrimTrackHist1[1]->Projection(0);
+  h2 = fMCPrimTrackHist1[2]->Projection(0);
+  h2c = (TH1D *)h2->Clone();
+  h2c->Divide(h1);
+  h2c->SetName("eff_pt_muons");
+  aFolderObj->Add(h2c);
+
+  fMCPrimTrackHist1[1]->GetAxis(2)->SetRange(3,3); 
+  fMCPrimTrackHist1[2]->GetAxis(2)->SetRange(3,3); 
+  h1 = fMCPrimTrackHist1[1]->Projection(0);
+  h2 = fMCPrimTrackHist1[2]->Projection(0);
+  h2c = (TH1D *)h2->Clone();
+  h2c->Divide(h1);
+  h2c->SetName("eff_pt_pions");
+  aFolderObj->Add(h2c);
+
+  fMCPrimTrackHist1[1]->GetAxis(2)->SetRange(4,4); 
+  fMCPrimTrackHist1[2]->GetAxis(2)->SetRange(4,4); 
+  h1 = fMCPrimTrackHist1[1]->Projection(0);
+  h2 = fMCPrimTrackHist1[2]->Projection(0);
+  h2c = (TH1D *)h2->Clone();
+  h2c->Divide(h1);
+  h2c->SetName("eff_pt_kaons");
+  aFolderObj->Add(h2c);
+
+  fMCPrimTrackHist1[1]->GetAxis(2)->SetRange(5,5); 
+  fMCPrimTrackHist1[2]->GetAxis(2)->SetRange(5,5); 
+  h1 = fMCPrimTrackHist1[1]->Projection(0);
+  h2 = fMCPrimTrackHist1[2]->Projection(0);
+  h2c = (TH1D *)h2->Clone();
+  h2c->Divide(h1);
+  h2c->SetName("eff_pt_protons");
+  aFolderObj->Add(h2c);
+
+  fMCPrimTrackHist1[1]->GetAxis(2)->SetRange(1,5); 
+  fMCPrimTrackHist1[2]->GetAxis(2)->SetRange(1,5); 
+  h1 = fMCPrimTrackHist1[1]->Projection(0);
+  h2 = fMCPrimTrackHist1[2]->Projection(0);
+  h2c = (TH1D *)h2->Clone();
+  h2c->Divide(h1);
+  h2c->SetName("eff_pt_selected");
+  aFolderObj->Add(h2c);
+
+  fMCPrimTrackHist1[1]->GetAxis(2)->SetRange(1,6); 
+  fMCPrimTrackHist1[2]->GetAxis(2)->SetRange(1,6); 
+  h1 = fMCPrimTrackHist1[1]->Projection(0);
+  h2 = fMCPrimTrackHist1[2]->Projection(0);
+  h2c = (TH1D *)h2->Clone();
+  h2c->Divide(h1);
+  h2c->SetName("eff_pt_all");
+  aFolderObj->Add(h2c);
+
+  fMCPrimTrackHist1[1]->GetAxis(1)->SetRange(1,fMCPrimTrackHist1[1]->GetAxis(1)->GetNbins()); 
+  fMCPrimTrackHist1[2]->GetAxis(1)->SetRange(1,fMCPrimTrackHist1[2]->GetAxis(1)->GetNbins());
+
+  //  pt spetra
+  // - rec, primaries, secondaries
+  // - primaries (pid) 
+  // - secondaries (pid)
+  // - secondaries (mech)
+  // - secondaries (mother)
+  //
+
+  TH1D *mcPtAccall = fMCTrackHist1[1]->Projection(0);
+  mcPtAccall->SetName("mc_pt_acc_all");
+  aFolderObj->Add(mcPtAccall);
+
+  TH1D *mcPtAccprim = fMCPrimTrackHist1[1]->Projection(0);
+  mcPtAccprim->SetName("mc_pt_acc_prim");
+  aFolderObj->Add(mcPtAccprim);
+
+  TH1D *mcPtRecall = fMCTrackHist1[2]->Projection(0);
+  mcPtRecall->SetName("mc_pt_rec_all");
+  aFolderObj->Add(mcPtRecall);
+
+  TH1D *mcPtRecprim = fMCPrimTrackHist1[2]->Projection(0);
+  mcPtRecprim->SetName("mc_pt_rec_prim");
+  aFolderObj->Add(mcPtRecprim);
+
+  TH1D *mcPtRecsec = fMCSecTrackHist1[2]->Projection(0);
+  mcPtRecsec->SetName("mc_pt_rec_sec");
+  aFolderObj->Add(mcPtRecsec);
+
+  for(Int_t i = 0; i<6; i++) 
+  { 
+    snprintf(name,256,"mc_pt_rec_prim_pid_%d",i); 
+    fMCPrimTrackHist1[2]->GetAxis(2)->SetRange(i+1,i+1);
+    h = fMCPrimTrackHist1[2]->Projection(0);
+    h->SetName(name);
+    aFolderObj->Add(h);
+
+    snprintf(name,256,"mc_pt_rec_sec_pid_%d",i); 
+    fMCSecTrackHist1[2]->GetAxis(2)->SetRange(i+1,i+1);
+    h = fMCSecTrackHist1[2]->Projection(0);
+    h->SetName(name);
+    aFolderObj->Add(h);
+
+    // production mechanisms for given pid
+    fMCSecTrackHist1[2]->GetAxis(2)->SetRange(i+1,i+1);
+
+    for(Int_t j=0; j<20; j++) {
+      if(j == 4) {
+        // decay
+       
+        snprintf(name,256,"mc_pt_rec_sec_pid_%d_decay",i); 
+        fMCSecTrackHist1[2]->GetAxis(3)->SetRange(j+1,j+1);
+        h = fMCSecTrackHist1[2]->Projection(0);
+        h->SetName(name);
+        aFolderObj->Add(h);
+
+        snprintf(name,256,"mc_eta_rec_sec_pid_%d_decay",i); 
+        fMCSecTrackHist1[2]->GetAxis(3)->SetRange(j+1,j+1);
+        h = fMCSecTrackHist1[2]->Projection(1);
+        h->SetName(name);
+        aFolderObj->Add(h);
+
+        snprintf(name,256,"mc_mother_rec_sec_pid_%d_decay",i); 
+        fMCSecTrackHist1[2]->GetAxis(3)->SetRange(j+1,j+1);
+        h = fMCSecTrackHist1[2]->Projection(4);
+        h->SetName(name);
+        aFolderObj->Add(h);
+
+      } else if (j == 5) {
+       // conversion
+
+        snprintf(name,256,"mc_pt_rec_sec_pid_%d_conv",i); 
+        fMCSecTrackHist1[2]->GetAxis(3)->SetRange(j+1,j+1);
+        h = fMCSecTrackHist1[2]->Projection(0);
+        h->SetName(name);
+        aFolderObj->Add(h);
+
+        snprintf(name,256,"mc_eta_rec_sec_pid_%d_conv",i); 
+        fMCSecTrackHist1[2]->GetAxis(3)->SetRange(j+1,j+1);
+        h = fMCSecTrackHist1[2]->Projection(1);
+        h->SetName(name);
+        aFolderObj->Add(h);
+
+        snprintf(name,256,"mc_mother_rec_sec_pid_%d_conv",i); 
+        fMCSecTrackHist1[2]->GetAxis(3)->SetRange(j+1,j+1);
+        h = fMCSecTrackHist1[2]->Projection(4);
+        h->SetName(name);
+        aFolderObj->Add(h);
+
+     } else if (j == 13) {
+       // mat
+       
+        snprintf(name,256,"mc_pt_rec_sec_pid_%d_mat",i); 
+        fMCSecTrackHist1[2]->GetAxis(3)->SetRange(j+1,j+1);
+        h = fMCSecTrackHist1[2]->Projection(0);
+        h->SetName(name);
+        aFolderObj->Add(h);
+
+        snprintf(name,256,"mc_eta_rec_sec_pid_%d_mat",i); 
+        fMCSecTrackHist1[2]->GetAxis(3)->SetRange(j+1,j+1);
+        h = fMCSecTrackHist1[2]->Projection(1);
+        h->SetName(name);
+        aFolderObj->Add(h);
+
+        snprintf(name,256,"mc_eta_mother_rec_sec_pid_%d_mat",i); 
+        fMCSecTrackHist1[2]->GetAxis(3)->SetRange(j+1,j+1);
+        h = fMCSecTrackHist1[2]->Projection(4,1);
+        h->SetName(name);
+        aFolderObj->Add(h);
+
+        snprintf(name,256,"mc_mother_rec_sec_pid_%d_mat",i); 
+        fMCSecTrackHist1[2]->GetAxis(3)->SetRange(j+1,j+1);
+        h = fMCSecTrackHist1[2]->Projection(4);
+        h->SetName(name);
+        aFolderObj->Add(h);
+
+        snprintf(name,256,"mc_pt_mother_rec_sec_pid_%d_mat",i); 
+        fMCSecTrackHist1[2]->GetAxis(3)->SetRange(j+1,j+1);
+        h = fMCSecTrackHist1[2]->Projection(4,0);
+        h->SetName(name);
+        aFolderObj->Add(h);
+
+     } else {
+       continue;
+     }
+   }
+
+  }
+  } // end fHistogramOn
+
+  //
+  //  resolution histograms
+  //  only for reconstructed tracks
+  //
+
+  TH2F *h2F=0;
+  TCanvas * c = new TCanvas("resol","resol");
+  c->cd();
+
+  //
+  fRecMCTrackHist1->GetAxis(1)->SetRangeUser(-0.8,0.79); 
+
+  h2F = (TH2F*)fRecMCTrackHist1->Projection(2,0);
+  h = AlidNdPtHelper::MakeResol(h2F,1,0,kTRUE,10);
+  h->SetXTitle("p_{tmc} (GeV/c)");
+  h->SetYTitle("(p_{t}-p_{tmc})/p_{tmc} resolution");
+  h->Draw();
+  h->SetName("pt_resolution_vs_mcpt");
+  aFolderObj->Add(h);
+
+  h2F = (TH2F*)fRecMCTrackHist1->Projection(2,0);
+  h = AlidNdPtHelper::MakeResol(h2F,1,1,kTRUE,10);
+  h->SetXTitle("p_{tmc} (GeV/c)");
+  h->SetYTitle("(p_{t}-p_{tmc})/p_{tmc} mean");
+  h->Draw();
+  h->SetName("dpt_mean_vs_mcpt");
+  aFolderObj->Add(h);
+
+  //
+  h2F = (TH2F*)fRecMCTrackHist1->Projection(3,0);
+  h = AlidNdPtHelper::MakeResol(h2F,1,0,kTRUE,10);
+  h->SetXTitle("p_{tmc} (GeV/c)");
+  h->SetYTitle("(#eta-#eta_{mc}) resolution");
+  h->Draw();
+  h->SetName("eta_resolution_vs_mcpt");
+  aFolderObj->Add(h);
+
+  h2F = (TH2F*)fRecMCTrackHist1->Projection(3,0);
+  h = AlidNdPtHelper::MakeResol(h2F,1,1,kTRUE,10);
+  h->SetXTitle("p_{tmc} (GeV/c)");
+  h->SetYTitle("(#eta-mc#eta) mean");
+  h->Draw();
+  h->SetName("deta_mean_vs_mcpt");
+  aFolderObj->Add(h);
+  
+  // 
+  fRecMCTrackHist1->GetAxis(1)->SetRange(1,fRecMCTrackHist1->GetAxis(1)->GetNbins()); 
+
+  h2F = (TH2F*)fRecMCTrackHist1->Projection(2,1);
+  h = AlidNdPtHelper::MakeResol(h2F,1,0,kTRUE,10);
+  h->SetXTitle("#eta_{mc}");
+  h->SetYTitle("(p_{t}-p_{tmc})/p_{tmc} resolution");
+  h->Draw();
+  h->SetName("pt_resolution_vs_mceta");
+  aFolderObj->Add(h);
+
+  h2F = (TH2F*)fRecMCTrackHist1->Projection(2,1);
+  h = AlidNdPtHelper::MakeResol(h2F,1,1,kTRUE,10);
+  h->SetXTitle("#eta_{mc}");
+  h->SetYTitle("(p_{t}-p_{tmc})/p_{tmc} mean");
+  h->Draw();
+  h->SetName("dpt_mean_vs_mceta");
+  aFolderObj->Add(h);
+
+  //
+  h2F = (TH2F*)fRecMCTrackHist1->Projection(3,1);
+  h = AlidNdPtHelper::MakeResol(h2F,1,0,kTRUE,10);
+  h->SetXTitle("#eta_{mc}");
+  h->SetYTitle("(#eta-#eta_{mc}) resolution");
+  h->Draw();
+  h->SetName("eta_resolution_vs_mceta");
+  aFolderObj->Add(h);
+
+  h2F = (TH2F*)fRecMCTrackHist1->Projection(3,1);
+  h = AlidNdPtHelper::MakeResol(h2F,1,1,kTRUE,10);
+  h->SetXTitle("#eta_{mc}");
+  h->SetYTitle("(#eta-mc#eta) mean");
+  h->Draw();
+  h->SetName("deta_mean_vs_mceta");
+  aFolderObj->Add(h);
+
+  fRecMCTrackHist1->GetAxis(0)->SetRange(1,fRecMCTrackHist1->GetAxis(0)->GetNbins()); 
+
+  } // end use MC info
+
+  // export objects to analysis folder
+  fAnalysisFolder = ExportToFolder(aFolderObj);
+
+  // delete only TObjArray
+  if(aFolderObj) delete aFolderObj;
+}
+
+//_____________________________________________________________________________
+TFolder* AlidNdPtAnalysisPbPb2011::ExportToFolder(TObjArray * const array) 
+{
+  // recreate folder avery time and export objects to new one
+  //
+  AlidNdPtAnalysisPbPb2011 * comp=this;
+  TFolder *folder = comp->GetAnalysisFolder();
+
+  TString name, title;
+  TFolder *newFolder = 0;
+  Int_t i = 0;
+  Int_t size = array->GetSize();
+
+  if(folder) { 
+     // get name and title from old folder
+     name = folder->GetName();  
+     title = folder->GetTitle();  
+
+        // delete old one
+     delete folder;
+
+        // create new one
+     newFolder = CreateFolder(name.Data(),title.Data());
+     newFolder->SetOwner();
+
+        // add objects to folder
+     while(i < size) {
+          newFolder->Add(array->At(i));
+          i++;
+        }
+  }
+
+return newFolder;
+}
+
+//_____________________________________________________________________________
+TFolder* AlidNdPtAnalysisPbPb2011::CreateFolder(TString name,TString title) { 
+// create folder for analysed histograms
+//
+TFolder *folder = 0;
+  folder = new TFolder(name.Data(),title.Data());
+
+  return folder;
+}
diff --git a/PWGLF/SPECTRA/ChargedHadrons/dNdPt/AlidNdPtAnalysisPbPb2011.h b/PWGLF/SPECTRA/ChargedHadrons/dNdPt/AlidNdPtAnalysisPbPb2011.h
new file mode 100644 (file)
index 0000000..9a332de
--- /dev/null
@@ -0,0 +1,224 @@
+
+#ifndef AlidNdPtAnalysisPbPb2011_H
+#define AlidNdPtAnalysisPbPb2011_H
+
+
+//------------------------------------------------------------------------------
+// AlidNdPtAnalysisPbPb2011 class used for dNdPt analysis.in PbPb collision 
+// 
+// Author: J.Otwinowski 04/11/2008 
+// last change: 2012-09-04 by P. Luettig
+//------------------------------------------------------------------------------
+
+class iostream;
+
+class TFile;
+class TCint;
+class TProfile;
+class TFolder;
+class TObjArray;
+class TString;
+class THnSparse;
+
+class AliESDtrackCuts;
+class AliVertexerTracks;
+class AliESD;
+class AliESDfriend;
+class AliESDfriendTrack;
+class AlidNdPtHelper;
+class AliTriggerAnalysis;
+
+#include "AlidNdPt.h"
+
+class AlidNdPtAnalysisPbPb2011 : public AlidNdPt {
+public :
+  AlidNdPtAnalysisPbPb2011(); 
+  AlidNdPtAnalysisPbPb2011(Char_t* name, Char_t* title);
+  ~AlidNdPtAnalysisPbPb2011();
+
+  // Init data members
+  virtual void Init();
+
+  // Process events
+  virtual void Process(AliESDEvent *const esdEvent=0, AliMCEvent *const mcEvent=0);
+
+  // Merge output objects (needed by PROOF) 
+  virtual Long64_t Merge(TCollection* const list);
+
+  // Analyse output histograms 
+  virtual void Analyse();
+
+  // Export objects to folder
+  virtual TFolder *ExportToFolder(TObjArray * const array=0);
+
+  // Get analysis folder
+  TFolder* GetAnalysisFolder() const {return fAnalysisFolder;}
+
+  // Fill control histograms
+  void SetHistogramsOn(const Bool_t histOn=kTRUE) {fHistogramsOn = histOn;}
+  Bool_t IsHistogramsOn() const {return fHistogramsOn;}
+    
+  // Create folder for analysed histograms
+  TFolder *CreateFolder(TString folder = "folderdNdPtAnalysis",TString title = "Analysed dNdPt histograms");
+  
+  // Set binning for Histograms (if not set default binning is used)
+  void SetBinsMult(Int_t nbins, Double_t* edges) { fMultNbins = nbins; fBinsMult = CloneArray(nbins+1,edges); }
+  void SetBinsPt(Int_t nbins, Double_t* edges) { fPtNbins = nbins; fBinsPt = CloneArray(nbins+1,edges); }
+  void SetBinsPtCorr(Int_t nbins, Double_t* edges) { fPtCorrNbins = nbins; fBinsPtCorr = CloneArray(nbins+1,edges); }
+  void SetBinsEta(Int_t nbins, Double_t* edges) { fEtaNbins = nbins; fBinsEta = CloneArray(nbins+1,edges); }
+  void SetBinsZv(Int_t nbins, Double_t* edges) { fZvNbins = nbins; fBinsZv= CloneArray(nbins+1,edges); }
+  void SetBinsCentrality(Int_t nbins, Double_t* edges) { fCentralityNbins = nbins; fBinsCentrality = CloneArray(nbins+1,edges); }
+
+  // Fill histograms
+  void FillHistograms(AliESDtrack *const esdTrack, AliStack *const stack, AlidNdPtHelper::TrackObject trackObj, Float_t centralityF);
+  void FillHistograms(AliStack *const stack, Int_t label, AlidNdPtHelper::TrackObject trackObj, Float_t centralityF);
+  void FillHistograms(TObjArray *const allChargedTracks,Int_t *const labelsAll,Int_t multAll,Int_t *const labelsAcc,Int_t multAcc,Int_t *const labelsRec,Int_t multRec,  Float_t centralityF);
+
+  // Getters
+  THnSparseF *GetTrackPtCorrelationMatrix()   const {return fTrackPtCorrelationMatrix;}
+  //
+  THnSparseF *GetGenEventMatrix() const {return fGenEventMatrix;}
+  THnSparseF *GetTriggerEventMatrix() const {return fTriggerEventMatrix;}
+  THnSparseF *GetRecEventMatrix() const {return fRecEventMatrix;}
+  // 
+  THnSparseF *GetGenTrackEventMatrix() const {return fGenTrackEventMatrix;}
+  THnSparseF *GetTriggerTrackEventMatrix() const {return fTriggerTrackEventMatrix;}
+  THnSparseF *GetRecTrackEventMatrix() const {return fRecTrackEventMatrix;}
+  //
+  THnSparseF *GetGenTrackMatrix() const {return fGenTrackMatrix;}
+  THnSparseF *GetGenPrimTrackMatrix() const {return fGenPrimTrackMatrix;}
+  THnSparseF *GetRecPrimTrackMatrix() const {return fRecPrimTrackMatrix;}
+
+  THnSparseF *GetRecTrackMatrix() const {return fRecTrackMatrix;}
+  THnSparseF *GetRecSecTrackMatrix() const {return fRecSecTrackMatrix;}
+  THnSparseF *GetRecMultTrackMatrix() const {return fRecMultTrackMatrix;}
+  //
+  // control histograms
+  //
+  THnSparseF *GetMCEventHist1() const {return fMCEventHist1;}
+  THnSparseF *GetRecEventHist1() const {return fRecEventHist1;}
+  THnSparseF *GetRecEventHist2() const {return fRecEventHist2;}
+
+
+  THnSparseF *GetRecMCEventHist1() const {return fRecMCEventHist1;}
+  THnSparseF *GetRecMCTrackHist1() const {return fRecMCTrackHist1;}
+
+  THnSparseF *GetRecMCEventHist2() const {return fRecMCEventHist2;}
+
+  THnSparseF *GetMCTrackHist1(Int_t i) const {return fMCTrackHist1[i];}
+  THnSparseF *GetMCPrimTrackHist1(Int_t i) const {return fMCPrimTrackHist1[i];}
+  THnSparseF *GetMCPrimTrackHist2(Int_t i) const {return fMCPrimTrackHist2[i];}
+  THnSparseF *GetMCSecTrackHist1(Int_t i) const {return fMCSecTrackHist1[i];}
+
+  THnSparseF *GetRecTrackHist1(Int_t i) const {return fRecTrackHist1[i];}
+  THnSparseF *GetRecTrackHist2(Int_t i) const {return fRecTrackHist2[i];}
+  THnSparseF *GetRecTrackMultHist1(Int_t i) const {return fRecTrackMultHist1[i];}
+
+
+  THnSparseF *GetMCMultRecTrackHist1() const {return fMCMultRecTrackHist1;}
+
+  THnSparseF *GetRecTrackHist3() const {return fRecTrackHist3;}
+  
+  TString GetCentralityEstimator() const {return fCentralityEstimator; }
+   
+  void SetCentralityEstimator(TString centEst="V0M") { fCentralityEstimator = centEst; }
+
+private:
+
+  // analysis folder 
+  TFolder *fAnalysisFolder; // folder for analysed histograms
+  Bool_t fHistogramsOn; // switch on/off filling of control histograms 
+
+  // 
+  // correlation matrices (histograms)
+  //
+  // rec. track pt vs true track pt correlation matrix for given eta
+  THnSparseF *fTrackPtCorrelationMatrix; //-> Pt:mcPt:mcEta:centrality
+
+  //
+  // event level correction 
+  //
+  // all generated
+  THnSparseF *fGenEventMatrix; //-> mcZv:multMB:centrality 
+
+  // trigger bias corrections (fTriggerEventMatrix / fGenEventMatrix)
+  THnSparseF *fTriggerEventMatrix; //-> mcZv:multMB:centrality
+
+  // event vertex rec. eff correction (fRecEventMatrix / fTriggerEventMatrix)
+  THnSparseF *fRecEventMatrix; //-> mcZv:multMB:centrality 
+
+  // track-event level correction 
+  THnSparseF *fGenTrackEventMatrix; //-> mcZv:mcPt:mcEta:centrality
+
+  // trigger bias corrections (fTriggerTrackEventMatrix / fGenTrackEventMatrix)
+  THnSparseF *fTriggerTrackEventMatrix; //-> mcZv:mcPt:mcEta:centrality
+
+  // event vertex rec. corrections (fRecTrackEventMatrix / fTriggerTrackEventMatrix)
+  THnSparseF *fRecTrackEventMatrix; //-> mcZv:Pt:mcEta:centrality
+
+  //
+  // track level correction 
+  //
+  // track rec. efficiency correction (fRecPrimTrackMatrix / fGenPrimTrackMatrix)
+  THnSparseF *fGenTrackMatrix; //-> mcZv:mcPt:mcEta:centrality
+  THnSparseF *fGenPrimTrackMatrix; //-> mcZv:mcPt:mcEta:centrality
+  THnSparseF *fRecPrimTrackMatrix; //-> mcZv:mcPt:mcEta:centrality
+  // secondary track contamination correction (fRecSecTrackMatrix / fRecTrackMatrix)
+  THnSparseF *fRecTrackMatrix;    //-> mcZv:mcPt:mcEta:centrality
+  THnSparseF *fRecSecTrackMatrix; //-> mcZv:mcPt:mcEta:centrality
+  // multiple rec. track corrections (fRecMultTrackMatrix / fRecTrackMatrix)
+  THnSparseF *fRecMultTrackMatrix; //-> mcZv:Pt:mcEta:centrality
+
+  //
+  // ESD and MC control analysis histograms
+  //
+  // THnSparse event histograms
+  THnSparseF *fMCEventHist1;  //-> mcXv:mcYv:mcZv:centrality
+  THnSparseF *fRecEventHist1; //-> Xv:Yv:Zv:centrality
+  THnSparseF *fRecEventHist2; //-> Zv:multMB:mult:centrality
+  THnSparseF *fRecMCEventHist1; //-> Xv-mcXv:Yv-mcYv:Zv-mcZv:centrality
+  THnSparseF *fRecMCEventHist2; //-> Xv-mcXv:Zv-mcZv:mult:centrality
+
+  // [0] - after charged track selection, [1] - after acceptance cuts, [2] - after esd track cuts
+  THnSparseF *fMCTrackHist1[AlidNdPtHelper::kCutSteps];     //-> mcPt:mcEta:mcPhi:centrality
+  THnSparseF *fMCPrimTrackHist1[AlidNdPtHelper::kCutSteps]; //-> mcPt:mcEta:pid:mech:mother:centrality
+  THnSparseF *fMCPrimTrackHist2[AlidNdPtHelper::kCutSteps]; //-> pdg:mech:mother:centrality
+  THnSparseF *fMCSecTrackHist1[AlidNdPtHelper::kCutSteps];  //-> mcPt:mcEta:pid:mech:mother:centrality
+
+  THnSparseF *fRecTrackHist1[AlidNdPtHelper::kCutSteps];     //-> Pt:Eta:Phi:centrality
+  THnSparseF *fRecTrackHist2[AlidNdPtHelper::kCutSteps];     //-> Zv:Pt:Eta:centrality
+  THnSparseF *fRecTrackMultHist1[AlidNdPtHelper::kCutSteps]; //-> Pt:mult:centrality
+  THnSparseF *fRecMCTrackHist1; //-> mcPt:mcEta:(Pt-mcPt)/mcPt:(Eta-mcEta):centrality
+
+  //multple reconstructed tracks
+  THnSparseF *fMCMultRecTrackHist1; //-> mcPt:mcEta:pid:centrality
+  // track control histograms
+  THnSparseF *fRecTrackHist3;  //-> nclust:chi2:Pt:Eta:Phi:centrality
+
+  AliTriggerAnalysis *fTriggerAnalysis; //! trigger analysis object;
+  TString fCentralityEstimator;     // use centrality can be "VOM" (default), "FMD", "TRK", "TKL", "CL0", "CL1", "V0MvsFMD", "TKLvsV0M", "ZEMvsZDC"
+  
+  //binning for THNsparse
+  Int_t        fMultNbins;
+  Int_t fPtNbins;
+  Int_t fPtCorrNbins;
+  Int_t fEtaNbins;
+  Int_t fZvNbins;
+  Int_t fCentralityNbins;
+  Double_t* fBinsMult;
+  Double_t* fBinsPt;
+  Double_t* fBinsPtCorr;
+  Double_t* fBinsEta;
+  Double_t* fBinsZv;
+  Double_t* fBinsCentrality;
+  
+  Bool_t fIsInit;
+  
+
+  AlidNdPtAnalysisPbPb2011(const AlidNdPtAnalysisPbPb2011&); // not implemented
+  AlidNdPtAnalysisPbPb2011& operator=(const AlidNdPtAnalysisPbPb2011&); // not implemented  
+
+  ClassDef(AlidNdPtAnalysisPbPb2011,6);
+};
+
+#endif
index ac0ed92bb7b65cbc8ecee0a32b1b838ad57a8aba..43f4b7af6c70ceaaf6af06ae66d9324a5c8ca888 100644 (file)
@@ -92,27 +92,29 @@ AlidNdPtTask *AddTaskdNdPt()
   //
   if(outputObject==AlidNdPtHelper::kAnalysisPbPb){
     
-               AlidNdPtAnalysisPbPb *fdNdPtAnalysisPbPb = new AlidNdPtAnalysisPbPb("dNdPtAnalysisPbPb","dN/dPt Analysis");
+               AlidNdPtAnalysisPbPb2011 *fdNdPtAnalysisPbPb = new AlidNdPtAnalysisPbPb2011("dNdPtAnalysisPbPb2011","dN/dPt Analysis");
     fdNdPtAnalysisPbPb->SetEventCuts(evtCuts);
     fdNdPtAnalysisPbPb->SetAcceptanceCuts(accCuts);    
     fdNdPtAnalysisPbPb->SetTrackCuts(esdTrackCuts);
     fdNdPtAnalysisPbPb->SetAnalysisMode(analysisMode); 
     fdNdPtAnalysisPbPb->SetParticleMode(particleMode); 
     fdNdPtAnalysisPbPb->SetCentralityEstimator("V0M");      
-    fdNdPtAnalysisPbPb->SetTriggerMask(AliVEvent::kCentral);
+    fdNdPtAnalysisPbPb->SetTriggerMask(AliVEvent::kCentral && AliVEvent::kMB);
     //fdNdPtAnalysisPbPb->SetTriggerMask(AliVEvent::kEMC1);
     
     // cut to remove tpc sector
     //fdNdPtAnalysisPbPb->SetRecAcceptanceCuts(recCuts);
     
                // change binning
+               Double_t binsCentrality[3] = {0., 5., 10.};  
+
     const Int_t ptNbins = 81;
     Double_t bins[82] = {0.0, 0.05, 0.1, 0.15, 0.2, 0.25, 0.3, 0.35, 0.4, 0.45, 0.5, 0.55, 0.6, 0.65, 0.7, 0.75, 0.8, 0.85, 0.9, 0.95, 1.0, 1.1, 1.2, 1.3, 1.4, 1.5, 1.6, 1.7, 1.8, 1.9, 2.0, 2.2, 2.4, 2.6, 2.8, 3.0, 3.2, 3.4, 3.6, 3.8, 4.0, 4.5, 5.0, 5.5, 6.0, 6.5, 7.0, 8.0, 9.0, 10.0, 11.0, 12.0, 13.0, 14.0, 15.0, 16.0, 18.0, 20.0, 22.0, 24.0, 26.0, 28.0, 30.0, 32.0, 34.0, 36.0, 40.0, 45.0, 50.0, 60.0, 70.0, 80.0, 90.0, 100.0, 110.0, 120.0, 130.0, 140.0, 150.0, 160.0, 180.0, 200.0};
     Double_t* binsPt = new Double_t[82];
     for (int i=0; i<82; i++) {binsPt[i] = bins[i];}
     fdNdPtAnalysisPbPb->SetBinsPt(ptNbins, binsPt);
     fdNdPtAnalysisPbPb->SetBinsPtCorr(ptNbins, binsPt);  
-               
+               fdNdPtAnalysisPbPb->SetBinsCentrality(2, binsCentrality);
     if(hasMC) 
     {