]> git.uio.no Git - u/mrichter/AliRoot.git/blobdiff - PWGCF/EBYE/BalanceFunctions/AliAnalysisTaskBFPsi.cxx
fixing bug in PID and optimizing PID (Alis)
[u/mrichter/AliRoot.git] / PWGCF / EBYE / BalanceFunctions / AliAnalysisTaskBFPsi.cxx
index 0540bdc482c6f8155b3bcea6bdd5810cf938b539..a842c2e0f90632e365bdebce28acea4df726501f 100755 (executable)
@@ -30,6 +30,8 @@
 #include "AliESDtrackCuts.h"\r
 #include "AliEventplane.h"\r
 #include "AliTHn.h"    \r
+#include "AliLog.h"\r
+#include "AliAnalysisUtils.h"\r
 \r
 #include "AliEventPoolManager.h"           \r
 \r
@@ -52,7 +54,9 @@ ClassImp(AliAnalysisTaskBFPsi)
 \r
 //________________________________________________________________________\r
 AliAnalysisTaskBFPsi::AliAnalysisTaskBFPsi(const char *name) \r
-: AliAnalysisTaskSE(name), \r
+: AliAnalysisTaskSE(name),\r
+  fDebugLevel(kFALSE),\r
+  fArrayMC(0), //+++++++++++++\r
   fBalance(0),\r
   fRunShuffling(kFALSE),\r
   fShuffledBalance(0),\r
@@ -68,11 +72,14 @@ AliAnalysisTaskBFPsi::AliAnalysisTaskBFPsi(const char *name)
   fHistListPIDQA(0),\r
   fHistEventStats(0),\r
   fHistCentStats(0),\r
+  fHistCentStatsUsed(0),\r
   fHistTriggerStats(0),\r
   fHistTrackStats(0),\r
   fHistVx(0),\r
   fHistVy(0),\r
   fHistVz(0),\r
+  fHistTPCvsVZEROMultiplicity(0),\r
+  fHistVZEROSignal(0),\r
   fHistEventPlane(0),\r
   fHistClus(0),\r
   fHistDCA(0),\r
@@ -96,6 +103,8 @@ AliAnalysisTaskBFPsi::AliAnalysisTaskBFPsi(const char *name)
   fHistProbTPCTOFvsPtbeforePID(NULL),\r
   fHistNSigmaTPCvsPtbeforePID(NULL), \r
   fHistNSigmaTOFvsPtbeforePID(NULL), \r
+  fHistBetaVsdEdXbeforePID(NULL), //+++++++ \r
+  fHistNSigmaTPCTOFvsPtbeforePID(NULL), //++++++\r
   fHistdEdxVsPTPCafterPID(NULL),\r
   fHistBetavsPTOFafterPID(NULL), \r
   fHistProbTPCvsPtafterPID(NULL), \r
@@ -103,6 +112,12 @@ AliAnalysisTaskBFPsi::AliAnalysisTaskBFPsi(const char *name)
   fHistProbTPCTOFvsPtafterPID(NULL),\r
   fHistNSigmaTPCvsPtafterPID(NULL), \r
   fHistNSigmaTOFvsPtafterPID(NULL),  \r
+  fHistBetaVsdEdXafterPID(NULL), //+++++++ \r
+  fHistNSigmaTPCTOFvsPtafterPID(NULL), //+++++++\r
+  fHistdEdxVsPTPCbeforePIDelectron(NULL), //+++++++\r
+  fHistNSigmaTPCvsPtbeforePIDelectron(NULL), //+++++++\r
+  fHistdEdxVsPTPCafterPIDelectron(NULL), //+++++++\r
+  fHistNSigmaTPCvsPtafterPIDelectron(NULL), //+++++++\r
   fCentralityArrayBinsForCorrections(kCENTRALITY),\r
   fPIDResponse(0x0),\r
   fPIDCombined(0x0),\r
@@ -114,7 +129,10 @@ AliAnalysisTaskBFPsi::AliAnalysisTaskBFPsi(const char *name)
   fPIDNSigma(3.),\r
   fMinAcceptedPIDProbability(0.8),\r
   fElectronRejection(kFALSE),\r
+  fElectronOnlyRejection(kFALSE),\r
   fElectronRejectionNSigma(-1.),\r
+  fElectronRejectionMinPt(0.),\r
+  fElectronRejectionMaxPt(1000.),\r
   fESDtrackCuts(0),\r
   fCentralityEstimator("V0M"),\r
   fUseCentrality(kFALSE),\r
@@ -122,15 +140,20 @@ AliAnalysisTaskBFPsi::AliAnalysisTaskBFPsi(const char *name)
   fCentralityPercentileMax(5.),\r
   fImpactParameterMin(0.),\r
   fImpactParameterMax(20.),\r
+  fMultiplicityEstimator("V0A"),\r
   fUseMultiplicity(kFALSE),\r
   fNumberOfAcceptedTracksMin(0),\r
   fNumberOfAcceptedTracksMax(10000),\r
   fHistNumberOfAcceptedTracks(0),\r
+  fHistMultiplicity(0),\r
   fUseOfflineTrigger(kFALSE),\r
+  fCheckFirstEventInChunk(kFALSE),\r
+  fCheckPileUp(kFALSE),\r
+  fUseMCforKinematics(kFALSE),\r
   fVxMax(0.3),\r
   fVyMax(0.3),\r
   fVzMax(10.),\r
-  nAODtrackCutBit(128),\r
+  fnAODtrackCutBit(128),\r
   fPtMin(0.3),\r
   fPtMax(1.5),\r
   fPtMinForCorrections(0.3),//=================================correction\r
@@ -154,10 +177,14 @@ AliAnalysisTaskBFPsi::AliAnalysisTaskBFPsi(const char *name)
   fDifferentialV2(0),\r
   fUseFlowAfterBurner(kFALSE),\r
   fExcludeResonancesInMC(kFALSE),\r
+  fExcludeElectronsInMC(kFALSE),\r
   fUseMCPdgCode(kFALSE),\r
   fPDGCodeToBeAnalyzed(-1),\r
-  fEventClass("EventPlane") \r
-{\r
+  fEventClass("EventPlane"), \r
+  fCustomBinning(""),\r
+  fHistVZEROAGainEqualizationMap(0),\r
+  fHistVZEROCGainEqualizationMap(0),\r
+  fHistVZEROChannelGainEqualizationMap(0) {\r
   // Constructor\r
   // Define input and output slots here\r
   // Input slot #0 works with a TChain\r
@@ -269,23 +296,29 @@ void AliAnalysisTaskBFPsi::UserCreateOutputObjects() {
   }\r
 \r
   //Event stats.\r
-  TString gCutName[5] = {"Total","Offline trigger",\r
-                         "Vertex","Analyzed","sel. Centrality"};\r
+  TString gCutName[7] = {"Total","Offline trigger",\r
+                         "Vertex","Analyzed","sel. Centrality","Not1stEvInChunk","No Pile-Up"};\r
   fHistEventStats = new TH2F("fHistEventStats",\r
                              "Event statistics;;Centrality percentile;N_{events}",\r
-                             5,0.5,5.5,220,-5,105);\r
-  for(Int_t i = 1; i <= 5; i++)\r
+                             7,0.5,7.5,220,-5,105);\r
+  for(Int_t i = 1; i <= 7; i++)\r
     fHistEventStats->GetXaxis()->SetBinLabel(i,gCutName[i-1].Data());\r
   fList->Add(fHistEventStats);\r
 \r
-  TString gCentName[9] = {"V0M","FMD","TRK","TKL","CL0","CL1","V0MvsFMD","TKLvsV0M","ZEMvsZDC"};\r
+  TString gCentName[13] = {"V0M","V0A","V0C","FMD","TRK","TKL","CL0","CL1","ZNA","ZPA","V0MvsFMD","TKLvsV0M","ZEMvsZDC"};\r
   fHistCentStats = new TH2F("fHistCentStats",\r
                              "Centrality statistics;;Cent percentile",\r
-                           9,-0.5,8.5,220,-5,105);\r
-  for(Int_t i = 1; i <= 9; i++)\r
+                           13,-0.5,12.5,220,-5,105);\r
+  for(Int_t i = 1; i <= 13; i++){\r
     fHistCentStats->GetXaxis()->SetBinLabel(i,gCentName[i-1].Data());\r
+    //fHistCentStatsUsed->GetXaxis()->SetBinLabel(i,gCentName[i-1].Data());\r
+  }\r
   fList->Add(fHistCentStats);\r
 \r
+  fHistCentStatsUsed = new TH2F("fHistCentStatsUsed","Centrality statistics;;Cent percentile", 1,-0.5,0.5,220,-5,105);\r
+  fHistCentStatsUsed->GetXaxis()->SetBinLabel(1,fCentralityEstimator.Data());\r
+  fList->Add(fHistCentStatsUsed);\r
+\r
   fHistTriggerStats = new TH1F("fHistTriggerStats","Trigger statistics;TriggerBit;N_{events}",1025,0,1025);\r
   fList->Add(fHistTriggerStats);\r
 \r
@@ -295,6 +328,9 @@ void AliAnalysisTaskBFPsi::UserCreateOutputObjects() {
   fHistNumberOfAcceptedTracks = new TH2F("fHistNumberOfAcceptedTracks",";N_{acc.};Centrality percentile;Entries",4001,-0.5,4000.5,220,-5,105);\r
   fList->Add(fHistNumberOfAcceptedTracks);\r
 \r
+  fHistMultiplicity = new TH1F("fHistMultiplicity",";N_{ch.};Entries",30001,-0.5,30000.5);\r
+  fList->Add(fHistMultiplicity);\r
+\r
   // Vertex distributions\r
   fHistVx = new TH1F("fHistVx","Primary vertex distribution - x coordinate;V_{x} (cm);Entries",100,-0.5,0.5);\r
   fList->Add(fHistVx);\r
@@ -303,6 +339,19 @@ void AliAnalysisTaskBFPsi::UserCreateOutputObjects() {
   fHistVz = new TH2F("fHistVz","Primary vertex distribution - z coordinate;V_{z} (cm);Centrality percentile;Entries",100,-20.,20.,220,-5,105);\r
   fList->Add(fHistVz);\r
 \r
+  //TPC vs VZERO multiplicity\r
+  fHistTPCvsVZEROMultiplicity = new TH2F("fHistTPCvsVZEROMultiplicity","VZERO vs TPC multiplicity",3001,-0.5,30000.5,4001,-0.5,4000.5);\r
+  if(fMultiplicityEstimator == "V0A") \r
+    fHistTPCvsVZEROMultiplicity->GetXaxis()->SetTitle("VZERO-A multiplicity (a.u.)");\r
+  else if(fMultiplicityEstimator == "V0C") \r
+    fHistTPCvsVZEROMultiplicity->GetXaxis()->SetTitle("VZERO-C multiplicity (a.u.)");\r
+  else \r
+    fHistTPCvsVZEROMultiplicity->GetXaxis()->SetTitle("VZERO multiplicity (a.u.)");\r
+  fList->Add(fHistTPCvsVZEROMultiplicity);\r
+\r
+  fHistVZEROSignal = new TH2F("fHistVZEROSignal","VZERO signal vs VZERO channel;VZERO channel; Signal (a.u.)",64,0.5,64.5,3001,-0.5,30000.5);\r
+  fList->Add(fHistVZEROSignal);\r
+\r
   //Event plane\r
   fHistEventPlane = new TH2F("fHistEventPlane",";#Psi_{2} [deg.];Centrality percentile;Counts",100,0,360.,220,-5,105);\r
   fList->Add(fHistEventPlane);\r
@@ -342,6 +391,30 @@ void AliAnalysisTaskBFPsi::UserCreateOutputObjects() {
     fHistRefTracks->GetXaxis()->SetBinLabel(i,gRefTrackName[i-1].Data());\r
   fList->Add(fHistRefTracks);\r
 \r
+  // Balance function histograms\r
+  // Initialize histograms if not done yet (including the custom binning)\r
+  if(!fBalance->GetHistNp()){\r
+    AliInfo("Histograms not yet initialized! --> Will be done now");\r
+    fBalance->SetCustomBinning(fCustomBinning);\r
+    fBalance->InitHistograms();\r
+  }\r
+\r
+  if(fRunShuffling) {\r
+    if(!fShuffledBalance->GetHistNp()) {\r
+      AliInfo("Histograms (shuffling) not yet initialized! --> Will be done now");\r
+      fShuffledBalance->SetCustomBinning(fCustomBinning);\r
+      fShuffledBalance->InitHistograms();\r
+    }\r
+  }\r
+\r
+  if(fRunMixing) {\r
+    if(!fMixedBalance->GetHistNp()) {\r
+      AliInfo("Histograms (mixing) not yet initialized! --> Will be done now");\r
+      fMixedBalance->SetCustomBinning(fCustomBinning);\r
+      fMixedBalance->InitHistograms();\r
+    }\r
+  }\r
+\r
   // QA histograms for different cuts\r
   fList->Add(fBalance->GetQAHistHBTbefore());\r
   fList->Add(fBalance->GetQAHistHBTafter());\r
@@ -355,22 +428,6 @@ void AliAnalysisTaskBFPsi::UserCreateOutputObjects() {
   fList->Add(fBalance->GetQAHistQbefore());\r
   fList->Add(fBalance->GetQAHistQafter());\r
 \r
-  // Balance function histograms\r
-  // Initialize histograms if not done yet\r
-  if(!fBalance->GetHistNp()){\r
-    AliWarning("Histograms not yet initialized! --> Will be done now");\r
-    AliWarning("--> Add 'gBalance->InitHistograms()' in your configBalanceFunction");\r
-    fBalance->InitHistograms();\r
-  }\r
-\r
-  if(fRunShuffling) {\r
-    if(!fShuffledBalance->GetHistNp()) {\r
-      AliWarning("Histograms (shuffling) not yet initialized! --> Will be done now");\r
-      AliWarning("--> Add 'gBalance->InitHistograms()' in your configBalanceFunction");\r
-      fShuffledBalance->InitHistograms();\r
-    }\r
-  }\r
-\r
   //for(Int_t a = 0; a < ANALYSIS_TYPES; a++){\r
   fListBF->Add(fBalance->GetHistNp());\r
   fListBF->Add(fBalance->GetHistNn());\r
@@ -405,24 +462,35 @@ void AliAnalysisTaskBFPsi::UserCreateOutputObjects() {
     Int_t poolsize   = 1000;  // Maximum number of events, ignored in the present implemented of AliEventPoolManager\r
     \r
     // centrality bins\r
-    Double_t centralityBins[] = {0.,1.,2.,3.,4.,5.,7.,10.,20.,30.,40.,50.,60.,70.,80.,100.}; // SHOULD BE DEDUCED FROM CREATED ALITHN!!!\r
-    Double_t* centbins        = centralityBins;\r
-    Int_t nCentralityBins     = sizeof(centralityBins) / sizeof(Double_t) - 1;\r
-\r
+    Double_t* centbins;\r
+    Int_t nCentralityBins;\r
+    if(fBalance->IsUseVertexBinning()){\r
+      centbins = fBalance->GetBinning(fBalance->GetBinningString(), "centralityVertex", nCentralityBins);\r
+    }\r
+    else{\r
+      centbins = fBalance->GetBinning(fBalance->GetBinningString(), "centrality", nCentralityBins);\r
+    }\r
+    \r
     // multiplicity bins\r
-    Double_t multiplicityBins[] = {0,10,20,30,40,50,60,70,80,100,100000}; // SHOULD BE DEDUCED FROM CREATED ALITHN!!!\r
-    Double_t* multbins        = multiplicityBins;\r
-    Int_t nMultiplicityBins     = sizeof(multiplicityBins) / sizeof(Double_t) - 1;\r
+    Double_t* multbins;\r
+    Int_t nMultiplicityBins;\r
+    multbins = fBalance->GetBinning(fBalance->GetBinningString(), "multiplicity", nMultiplicityBins);\r
     \r
     // Zvtx bins\r
-    Double_t vertexBins[] = {-10., -7., -5., -3., -1., 1., 3., 5., 7., 10.}; // SHOULD BE DEDUCED FROM CREATED ALITHN!!!\r
-    Double_t* vtxbins     = vertexBins;\r
-    Int_t nVertexBins     = sizeof(vertexBins) / sizeof(Double_t) - 1;\r
-    \r
+    Double_t* vtxbins; \r
+    Int_t nVertexBins;\r
+    if(fBalance->IsUseVertexBinning()){\r
+      vtxbins = fBalance->GetBinning(fBalance->GetBinningString(), "vertexVertex", nVertexBins);\r
+    }\r
+    else{\r
+      vtxbins = fBalance->GetBinning(fBalance->GetBinningString(), "vertex", nVertexBins);\r
+    }\r
+\r
     // Event plane angle (Psi) bins\r
-    Double_t psiBins[] = {0.,45.,135.,215.,305.,360.}; // SHOULD BE DEDUCED FROM CREATED ALITHN!!!\r
-    Double_t* psibins     = psiBins;\r
-    Int_t nPsiBins     = sizeof(psiBins) / sizeof(Double_t) - 1;\r
+    Double_t* psibins;\r
+    Int_t nPsiBins; \r
+    psibins = fBalance->GetBinning(fBalance->GetBinningString(), "eventPlane", nPsiBins);\r
+\r
     \r
     // run the event mixing also in bins of event plane (statistics!)\r
     if(fRunMixingEventPlane){\r
@@ -451,62 +519,74 @@ void AliAnalysisTaskBFPsi::UserCreateOutputObjects() {
     fPIDCombined->SetDefaultTPCPriors();\r
 \r
     fHistdEdxVsPTPCbeforePID = new TH2D ("dEdxVsPTPCbefore","dEdxVsPTPCbefore", 1000, -10.0, 10.0, 1000, 0, 1000); \r
-    fHistListPIDQA->Add(fHistdEdxVsPTPCbeforePID); //addition \r
+    fHistListPIDQA->Add(fHistdEdxVsPTPCbeforePID);\r
     \r
     fHistBetavsPTOFbeforePID = new TH2D ("BetavsPTOFbefore","BetavsPTOFbefore", 1000, -10.0, 10., 1000, 0, 1.2); \r
-    fHistListPIDQA->Add(fHistBetavsPTOFbeforePID); //addition\r
+    fHistListPIDQA->Add(fHistBetavsPTOFbeforePID); \r
     \r
     fHistProbTPCvsPtbeforePID = new TH2D ("ProbTPCvsPtbefore","ProbTPCvsPtbefore", 1000, -10.0,10.0, 1000, 0, 2.0); \r
-    fHistListPIDQA->Add(fHistProbTPCvsPtbeforePID); //addition \r
+    fHistListPIDQA->Add(fHistProbTPCvsPtbeforePID); \r
     \r
     fHistProbTOFvsPtbeforePID = new TH2D ("ProbTOFvsPtbefore","ProbTOFvsPtbefore", 1000, -50, 50, 1000, 0, 2.0); \r
-    fHistListPIDQA->Add(fHistProbTOFvsPtbeforePID); //addition \r
+    fHistListPIDQA->Add(fHistProbTOFvsPtbeforePID);\r
 \r
     fHistProbTPCTOFvsPtbeforePID =new TH2D ("ProbTPCTOFvsPtbefore","ProbTPCTOFvsPtbefore", 1000, -50, 50, 1000, 0, 2.0); \r
-    fHistListPIDQA->Add(fHistProbTPCTOFvsPtbeforePID); //addition \r
+    fHistListPIDQA->Add(fHistProbTPCTOFvsPtbeforePID);\r
     \r
     fHistNSigmaTPCvsPtbeforePID = new TH2D ("NSigmaTPCvsPtbefore","NSigmaTPCvsPtbefore", 1000, -10, 10, 1000, 0, 500); \r
-    fHistListPIDQA->Add(fHistNSigmaTPCvsPtbeforePID); //addition \r
+    fHistListPIDQA->Add(fHistNSigmaTPCvsPtbeforePID);\r
     \r
     fHistNSigmaTOFvsPtbeforePID = new TH2D ("NSigmaTOFvsPtbefore","NSigmaTOFvsPtbefore", 1000, -10, 10, 1000, 0, 500); \r
-    fHistListPIDQA->Add(fHistNSigmaTOFvsPtbeforePID); //addition \r
+    fHistListPIDQA->Add(fHistNSigmaTOFvsPtbeforePID); \r
+\r
+    fHistBetaVsdEdXbeforePID = new TH2D ("BetaVsdEdXbefore","BetaVsdEdXbefore", 1000, 0., 1000, 1000, 0, 1.2); \r
+    fHistListPIDQA->Add(fHistBetaVsdEdXbeforePID); //++++++++\r
+    \r
+    fHistNSigmaTPCTOFvsPtbeforePID = new TH2D ("NSigmaTPCTOFvsPtbefore","NSigmaTPCTOFvsPtbefore", 1000, -10., 10., 1000, 0, 500); \r
+    fHistListPIDQA->Add(fHistNSigmaTPCTOFvsPtbeforePID); //++++++++\r
     \r
     fHistdEdxVsPTPCafterPID = new TH2D ("dEdxVsPTPCafter","dEdxVsPTPCafter", 1000, -10, 10, 1000, 0, 1000); \r
-    fHistListPIDQA->Add(fHistdEdxVsPTPCafterPID); //addition \r
+    fHistListPIDQA->Add(fHistdEdxVsPTPCafterPID);\r
     \r
     fHistBetavsPTOFafterPID = new TH2D ("BetavsPTOFafter","BetavsPTOFafter", 1000, -10, 10, 1000, 0, 1.2); \r
-    fHistListPIDQA->Add(fHistBetavsPTOFafterPID); //addition \r
+    fHistListPIDQA->Add(fHistBetavsPTOFafterPID); \r
     \r
     fHistProbTPCvsPtafterPID = new TH2D ("ProbTPCvsPtafter","ProbTPCvsPtafter", 1000, -10, 10, 1000, 0, 2); \r
-    fHistListPIDQA->Add(fHistProbTPCvsPtafterPID); //addition \r
+    fHistListPIDQA->Add(fHistProbTPCvsPtafterPID);\r
   \r
     fHistProbTOFvsPtafterPID = new TH2D ("ProbTOFvsPtafter","ProbTOFvsPtafter", 1000,  -10, 10, 1000, 0, 2); \r
-    fHistListPIDQA->Add(fHistProbTOFvsPtafterPID); //addition  \r
+    fHistListPIDQA->Add(fHistProbTOFvsPtafterPID); \r
     \r
     fHistProbTPCTOFvsPtafterPID =new TH2D ("ProbTPCTOFvsPtafter","ProbTPCTOFvsPtafter", 1000, -50, 50, 1000, 0, 2.0); \r
-    fHistListPIDQA->Add(fHistProbTPCTOFvsPtafterPID); //addition \r
+    fHistListPIDQA->Add(fHistProbTPCTOFvsPtafterPID);\r
 \r
     fHistNSigmaTPCvsPtafterPID = new TH2D ("NSigmaTPCvsPtafter","NSigmaTPCvsPtafter", 1000, -10, 10, 1000, 0, 500); \r
-    fHistListPIDQA->Add(fHistNSigmaTPCvsPtafterPID); //addition  \r
+    fHistListPIDQA->Add(fHistNSigmaTPCvsPtafterPID);\r
     \r
     fHistNSigmaTOFvsPtafterPID = new TH2D ("NSigmaTOFvsPtafter","NSigmaTOFvsPtafter", 1000, -10, 10, 1000, 0, 500); \r
-    fHistListPIDQA->Add(fHistNSigmaTOFvsPtafterPID); //addition \r
+    fHistListPIDQA->Add(fHistNSigmaTOFvsPtafterPID);\r
+\r
+    fHistBetaVsdEdXafterPID = new TH2D ("BetaVsdEdXafter","BetaVsdEdXafter", 1000, 0., 1000, 1000, 0, 1.2); \r
+    fHistListPIDQA->Add(fHistBetaVsdEdXafterPID); //++++++++\r
+\r
+    fHistNSigmaTPCTOFvsPtafterPID = new TH2D ("NSigmaTPCTOFvsPtafter","NSigmaTPCTOFvsPtafter", 1000, -10., 10., 1000, 0, 500); \r
+    fHistListPIDQA->Add(fHistNSigmaTPCTOFvsPtafterPID); //++++++++\r
   }\r
 \r
   // for electron rejection only TPC nsigma histograms\r
-  if(!fUsePID && fElectronRejection) {\r
+  if(fElectronRejection) {\r
  \r
-    fHistdEdxVsPTPCbeforePID = new TH2D ("dEdxVsPTPCbefore","dEdxVsPTPCbefore", 1000, -10.0, 10.0, 1000, 0, 1000); \r
-    fHistListPIDQA->Add(fHistdEdxVsPTPCbeforePID); //addition \r
+    fHistdEdxVsPTPCbeforePIDelectron = new TH2D ("dEdxVsPTPCbeforeelectron","dEdxVsPTPCbeforeelectron", 1000, -10.0, 10.0, 1000, 0, 1000); \r
+    fHistListPIDQA->Add(fHistdEdxVsPTPCbeforePIDelectron);\r
     \r
-    fHistNSigmaTPCvsPtbeforePID = new TH2D ("NSigmaTPCvsPtbefore","NSigmaTPCvsPtbefore", 1000, -10, 10, 1000, 0, 500); \r
-    fHistListPIDQA->Add(fHistNSigmaTPCvsPtbeforePID); //addition \r
+    fHistNSigmaTPCvsPtbeforePIDelectron = new TH2D ("NSigmaTPCvsPtbeforeelectron","NSigmaTPCvsPtbeforeelectron", 1000, -10, 10, 1000, 0, 500); \r
+    fHistListPIDQA->Add(fHistNSigmaTPCvsPtbeforePIDelectron);\r
     \r
-    fHistdEdxVsPTPCafterPID = new TH2D ("dEdxVsPTPCafter","dEdxVsPTPCafter", 1000, -10, 10, 1000, 0, 1000); \r
-    fHistListPIDQA->Add(fHistdEdxVsPTPCafterPID); //addition \r
+    fHistdEdxVsPTPCafterPIDelectron = new TH2D ("dEdxVsPTPCafterelectron","dEdxVsPTPCafterelectron", 1000, -10, 10, 1000, 0, 1000); \r
+    fHistListPIDQA->Add(fHistdEdxVsPTPCafterPIDelectron);\r
 \r
-    fHistNSigmaTPCvsPtafterPID = new TH2D ("NSigmaTPCvsPtafter","NSigmaTPCvsPtafter", 1000, -10, 10, 1000, 0, 500); \r
-    fHistListPIDQA->Add(fHistNSigmaTPCvsPtafterPID); //addition  \r
+    fHistNSigmaTPCvsPtafterPIDelectron = new TH2D ("NSigmaTPCvsPtafterelectron","NSigmaTPCvsPtafterelectron", 1000, -10, 10, 1000, 0, 500); \r
+    fHistListPIDQA->Add(fHistNSigmaTPCvsPtafterPIDelectron); \r
   }\r
   //====================PID========================//\r
 \r
@@ -517,6 +597,8 @@ void AliAnalysisTaskBFPsi::UserCreateOutputObjects() {
   if(fRunMixing) PostData(4, fListBFM);\r
   if(fUsePID || fElectronRejection) PostData(5, fHistListPIDQA);       //PID\r
 \r
+  AliInfo("Finished setting up the Output");\r
+\r
   TH1::AddDirectory(oldStatus);\r
 }\r
 \r
@@ -585,7 +667,7 @@ void AliAnalysisTaskBFPsi::UserExec(Option_t *) {
 \r
   TString gAnalysisLevel = fBalance->GetAnalysisLevel();\r
   Int_t gNumberOfAcceptedTracks = 0;\r
-  Double_t gCentrality          = -1.;\r
+  Double_t lMultiplicityVar     = -999.; //-1\r
   Double_t gReactionPlane       = -1.; \r
   Float_t bSign = 0.;\r
   \r
@@ -595,8 +677,7 @@ void AliAnalysisTaskBFPsi::UserExec(Option_t *) {
     eventMain = dynamic_cast<AliVEvent*>(MCEvent()); \r
   }\r
   else{\r
-    eventMain = dynamic_cast<AliVEvent*>(InputEvent()); \r
-    \r
+    eventMain = dynamic_cast<AliVEvent*>(InputEvent());     \r
     // for HBT like cuts need magnetic field sign\r
     bSign = (eventMain->GetMagneticField() > 0) ? 1 : -1;\r
   }\r
@@ -610,15 +691,11 @@ void AliAnalysisTaskBFPsi::UserExec(Option_t *) {
     fPIDResponse = ((AliInputEventHandler*)(AliAnalysisManager::GetAnalysisManager()->GetInputEventHandler()))->GetPIDResponse();\r
     if (!fPIDResponse) AliFatal("This Task needs the PID response attached to the inputHandler");\r
   }\r
-  \r
\r
   // check event cuts and fill event histograms\r
-  if((gCentrality = IsEventAccepted(eventMain)) < 0){\r
+  if((lMultiplicityVar = IsEventAccepted(eventMain)) < 0){ \r
     return;\r
   }\r
-  \r
-  //Compute Multiplicity or Centrality variable\r
-  Double_t lMultiplicityVar = GetRefMultiOrCentrality( eventMain );\r
-\r
   // get the reaction plane\r
   if(fEventClass != "Multiplicity") {\r
     gReactionPlane = GetEventPlane(eventMain);\r
@@ -710,11 +787,29 @@ Double_t AliAnalysisTaskBFPsi::IsEventAccepted(AliVEvent *event){
   // Fills Event statistics histograms\r
   \r
   Bool_t isSelectedMain = kTRUE;\r
-  Float_t gCentrality = -1.;\r
   Float_t gRefMultiplicity = -1.;\r
   TString gAnalysisLevel = fBalance->GetAnalysisLevel();\r
 \r
-  fHistEventStats->Fill(1,gCentrality); //all events\r
+  AliMCEvent *mcevent = dynamic_cast<AliMCEvent*>(event);\r
+\r
+  fHistEventStats->Fill(1,gRefMultiplicity); //all events\r
+\r
+  // check first event in chunk (is not needed for new reconstructions)\r
+  if(fCheckFirstEventInChunk){\r
+    AliAnalysisUtils ut;\r
+    if(ut.IsFirstEventInChunk(event)) \r
+      return -1.;\r
+    fHistEventStats->Fill(6,gRefMultiplicity); \r
+  }\r
+  // check for pile-up event\r
+  if(fCheckPileUp){\r
+    AliAnalysisUtils ut;\r
+    ut.SetUseMVPlpSelection(kTRUE);\r
+    ut.SetUseOutOfBunchPileUp(kTRUE);\r
+    if(ut.IsPileUpEvent(event))\r
+      return -1.;\r
+    fHistEventStats->Fill(7,gRefMultiplicity); \r
+  }\r
 \r
   // Event trigger bits\r
   fHistTriggerStats->Fill(((AliInputEventHandler*)(AliAnalysisManager::GetAnalysisManager()->GetInputEventHandler()))->IsEventSelected());\r
@@ -722,79 +817,8 @@ Double_t AliAnalysisTaskBFPsi::IsEventAccepted(AliVEvent *event){
     isSelectedMain = ((AliInputEventHandler*)(AliAnalysisManager::GetAnalysisManager()->GetInputEventHandler()))->IsEventSelected();\r
   \r
   if(isSelectedMain) {\r
-    fHistEventStats->Fill(2,gCentrality); //triggered events\r
-\r
-    //Centrality stuff \r
-    if(fUseCentrality) {\r
-      if(gAnalysisLevel == "AOD"|| gAnalysisLevel == "MCAOD") { //centrality in AOD header\r
-       AliAODHeader *header = (AliAODHeader*) event->GetHeader();\r
-       if(header){\r
-         gCentrality = header->GetCentralityP()->GetCentralityPercentile(fCentralityEstimator.Data());\r
-\r
-         // QA for centrality estimators\r
-         fHistCentStats->Fill(0.,header->GetCentralityP()->GetCentralityPercentile("V0M"));\r
-         fHistCentStats->Fill(1.,header->GetCentralityP()->GetCentralityPercentile("FMD"));\r
-         fHistCentStats->Fill(2.,header->GetCentralityP()->GetCentralityPercentile("TRK"));\r
-         fHistCentStats->Fill(3.,header->GetCentralityP()->GetCentralityPercentile("TKL"));\r
-         fHistCentStats->Fill(4.,header->GetCentralityP()->GetCentralityPercentile("CL0"));\r
-         fHistCentStats->Fill(5.,header->GetCentralityP()->GetCentralityPercentile("CL1"));\r
-         fHistCentStats->Fill(6.,header->GetCentralityP()->GetCentralityPercentile("V0MvsFMD"));\r
-         fHistCentStats->Fill(7.,header->GetCentralityP()->GetCentralityPercentile("TKLvsV0M"));\r
-         fHistCentStats->Fill(8.,header->GetCentralityP()->GetCentralityPercentile("ZEMvsZDC"));\r
-         \r
-         // centrality QA (V0M)\r
-         fHistV0M->Fill(event->GetVZEROData()->GetMTotV0A(), event->GetVZEROData()->GetMTotV0C());\r
-         \r
-         // centrality QA (reference tracks)\r
-         fHistRefTracks->Fill(0.,header->GetRefMultiplicity());\r
-         fHistRefTracks->Fill(1.,header->GetRefMultiplicityPos());\r
-         fHistRefTracks->Fill(2.,header->GetRefMultiplicityNeg());\r
-         fHistRefTracks->Fill(3.,header->GetTPConlyRefMultiplicity());\r
-         fHistRefTracks->Fill(4.,header->GetNumberOfITSClusters(0));\r
-         fHistRefTracks->Fill(5.,header->GetNumberOfITSClusters(1));\r
-         fHistRefTracks->Fill(6.,header->GetNumberOfITSClusters(2));\r
-         fHistRefTracks->Fill(7.,header->GetNumberOfITSClusters(3));\r
-         fHistRefTracks->Fill(8.,header->GetNumberOfITSClusters(4));\r
-       }//AOD header\r
-      }//AOD\r
-\r
-      else if(gAnalysisLevel == "ESD" || gAnalysisLevel == "MCESD"){ // centrality class for ESDs or MC-ESDs\r
-       AliCentrality *centrality = event->GetCentrality();\r
-       gCentrality = centrality->GetCentralityPercentile(fCentralityEstimator.Data());\r
-\r
-       // QA for centrality estimators\r
-       fHistCentStats->Fill(0.,centrality->GetCentralityPercentile("V0M"));\r
-       fHistCentStats->Fill(1.,centrality->GetCentralityPercentile("FMD"));\r
-       fHistCentStats->Fill(2.,centrality->GetCentralityPercentile("TRK"));\r
-       fHistCentStats->Fill(3.,centrality->GetCentralityPercentile("TKL"));\r
-       fHistCentStats->Fill(4.,centrality->GetCentralityPercentile("CL0"));\r
-       fHistCentStats->Fill(5.,centrality->GetCentralityPercentile("CL1"));\r
-       fHistCentStats->Fill(6.,centrality->GetCentralityPercentile("V0MvsFMD"));\r
-       fHistCentStats->Fill(7.,centrality->GetCentralityPercentile("TKLvsV0M"));\r
-       fHistCentStats->Fill(8.,centrality->GetCentralityPercentile("ZEMvsZDC"));\r
-\r
-       // centrality QA (V0M)\r
-       fHistV0M->Fill(event->GetVZEROData()->GetMTotV0A(), event->GetVZEROData()->GetMTotV0C());\r
-      }//ESD\r
-      else if(gAnalysisLevel == "MC"){\r
-       Double_t gImpactParameter = 0.;\r
-       if(dynamic_cast<AliMCEvent*>(event)){\r
-         AliCollisionGeometry* headerH = dynamic_cast<AliCollisionGeometry*>(dynamic_cast<AliMCEvent*>(event)->GenEventHeader());\r
-         if(headerH){\r
-           gImpactParameter = headerH->ImpactParameter();\r
-           gCentrality      = gImpactParameter;\r
-         }//MC header\r
-       }//MC event cast\r
-      }//MC\r
-      else{\r
-       gCentrality = -1.;\r
-      }\r
-    }//centrality\r
-\r
-    //Multiplicity stuff \r
-    if(fUseMultiplicity)\r
-      gRefMultiplicity = GetRefMultiOrCentrality(event);\r
-\r
+    fHistEventStats->Fill(2,gRefMultiplicity); //triggered events\r
\r
     // Event Vertex MC\r
     if(gAnalysisLevel == "MC") {\r
       if(!event) {\r
@@ -802,8 +826,8 @@ Double_t AliAnalysisTaskBFPsi::IsEventAccepted(AliVEvent *event){
        return 0x0;\r
       }\r
       \r
-      if(dynamic_cast<AliMCEvent*>(event)){\r
-       AliGenEventHeader *header = dynamic_cast<AliGenEventHeader*>(dynamic_cast<AliMCEvent*>(event)->GenEventHeader());\r
+      if(mcevent){\r
+       AliGenEventHeader *header = dynamic_cast<AliGenEventHeader*>(mcevent->GenEventHeader());\r
        if(header){  \r
          TArrayF gVertexArray;\r
          header->PrimaryVertex(gVertexArray);\r
@@ -811,31 +835,29 @@ Double_t AliAnalysisTaskBFPsi::IsEventAccepted(AliVEvent *event){
          //gVertexArray.At(0),\r
          //gVertexArray.At(1),\r
          //gVertexArray.At(2));\r
-         if(fUseMultiplicity) \r
-           fHistEventStats->Fill(3,gRefMultiplicity); //events with a proper vertex\r
-         else \r
-           fHistEventStats->Fill(3,gCentrality); //events with a proper vertex\r
+         fHistEventStats->Fill(3,gRefMultiplicity); //events with a proper vertex\r
          if(TMath::Abs(gVertexArray.At(0)) < fVxMax) {\r
            if(TMath::Abs(gVertexArray.At(1)) < fVyMax) {\r
              if(TMath::Abs(gVertexArray.At(2)) < fVzMax) {\r
-               if(fUseMultiplicity) \r
-                 fHistEventStats->Fill(4,gRefMultiplicity);//analyzed events\r
-               else \r
-                 fHistEventStats->Fill(4,gCentrality); //analyzed events\r
+               fHistEventStats->Fill(4,gRefMultiplicity);//analyzed events\r
+\r
+               // get the reference multiplicty or centrality\r
+               gRefMultiplicity = GetRefMultiOrCentrality(event);\r
+\r
                fHistVx->Fill(gVertexArray.At(0));\r
                fHistVy->Fill(gVertexArray.At(1));\r
-               fHistVz->Fill(gVertexArray.At(2),gCentrality);\r
+               fHistVz->Fill(gVertexArray.At(2),gRefMultiplicity);\r
                \r
                // take only events inside centrality class\r
                if(fUseCentrality) {\r
-                 if((fImpactParameterMin < gCentrality) && (fImpactParameterMax > gCentrality)){\r
-                   fHistEventStats->Fill(5,gCentrality); //events with correct centrality\r
-                   return gCentrality;     \r
+                 if((fImpactParameterMin < gRefMultiplicity) && (fImpactParameterMax > gRefMultiplicity)){\r
+                   fHistEventStats->Fill(5,gRefMultiplicity); //events with correct centrality\r
+                   return gRefMultiplicity;        \r
                  }//centrality class\r
                }\r
                // take events only within the same multiplicity class\r
                else if(fUseMultiplicity) {\r
-                 if((gRefMultiplicity > fNumberOfAcceptedTracksMin)||(gRefMultiplicity < fNumberOfAcceptedTracksMax)) {\r
+                 if((gRefMultiplicity > fNumberOfAcceptedTracksMin) && (gRefMultiplicity < fNumberOfAcceptedTracksMax)) {\r
                    fHistEventStats->Fill(5,gRefMultiplicity); //events with correct multiplicity\r
                    return gRefMultiplicity;\r
                  }\r
@@ -856,38 +878,33 @@ Double_t AliAnalysisTaskBFPsi::IsEventAccepted(AliVEvent *event){
        vertex->GetCovarianceMatrix(fCov);\r
        if(vertex->GetNContributors() > 0) {\r
          if(fCov[5] != 0) {\r
-           if(fUseMultiplicity) \r
-             fHistEventStats->Fill(3,gRefMultiplicity); //proper vertex\r
-           else if(fUseCentrality)\r
-             fHistEventStats->Fill(3,gCentrality); //proper vertex\r
+           fHistEventStats->Fill(3,gRefMultiplicity); //proper vertex\r
            if(TMath::Abs(vertex->GetX()) < fVxMax) {\r
              if(TMath::Abs(vertex->GetY()) < fVyMax) {\r
                if(TMath::Abs(vertex->GetZ()) < fVzMax) {\r
-                 if(fUseMultiplicity) {\r
-                   //cout<<"Filling 4 for multiplicity..."<<endl;\r
-                   fHistEventStats->Fill(4,gRefMultiplicity);//analyzed events\r
-                 }\r
-                 else if(fUseCentrality) {\r
-                   //cout<<"Filling 4 for centrality..."<<endl;\r
-                   fHistEventStats->Fill(4,gCentrality); //analyzed events\r
-                 }\r
+                 fHistEventStats->Fill(4,gRefMultiplicity);//analyzed events\r
+\r
+                 // get the reference multiplicty or centrality\r
+                 gRefMultiplicity = GetRefMultiOrCentrality(event);\r
+                 \r
                  fHistVx->Fill(vertex->GetX());\r
                  fHistVy->Fill(vertex->GetY());\r
-                 fHistVz->Fill(vertex->GetZ(),gCentrality);\r
+                 fHistVz->Fill(vertex->GetZ(),gRefMultiplicity);\r
                  \r
                  // take only events inside centrality class\r
                  if(fUseCentrality) {\r
-                   //cout<<"Centrality..."<<endl;\r
-                   if((gCentrality > fCentralityPercentileMin) && (gCentrality < fCentralityPercentileMax)){\r
-                     fHistEventStats->Fill(5,gCentrality); //events with correct centrality\r
-                     return gCentrality;               \r
+                   if((gRefMultiplicity > fCentralityPercentileMin) && (gRefMultiplicity < fCentralityPercentileMax)){\r
+                     fHistEventStats->Fill(5,gRefMultiplicity); //events with correct centrality\r
+                     return gRefMultiplicity;          \r
                    }//centrality class\r
                  }\r
                  // take events only within the same multiplicity class\r
                  else if(fUseMultiplicity) {\r
-                   //cout<<"N(min): "<<fNumberOfAcceptedTracksMin<<" - N(max): "<<fNumberOfAcceptedTracksMax<<" - Nref: "<<gRefMultiplicity<<endl;\r
+                   //if(fDebugLevel) \r
+                   //Printf("N(min): %.0f, N(max): %.0f - N(ref): %.0f",fNumberOfAcceptedTracksMin,\r
+                   //fNumberOfAcceptedTracksMax,gRefMultiplicity);\r
 \r
-                   if((gRefMultiplicity > fNumberOfAcceptedTracksMin)||(gRefMultiplicity < fNumberOfAcceptedTracksMax)) {\r
+                   if((gRefMultiplicity > fNumberOfAcceptedTracksMin) && (gRefMultiplicity < fNumberOfAcceptedTracksMax)) {\r
                      fHistEventStats->Fill(5,gRefMultiplicity); //events with correct multiplicity\r
                      return gRefMultiplicity;\r
                    }\r
@@ -912,48 +929,119 @@ Double_t AliAnalysisTaskBFPsi::GetRefMultiOrCentrality(AliVEvent *event){
     // Fills Event statistics histograms\r
   \r
   Float_t gCentrality = -1.;\r
-  Double_t gMultiplicity = 0.;\r
+  Double_t gMultiplicity = -1.;\r
   TString gAnalysisLevel = fBalance->GetAnalysisLevel();\r
 \r
-  if(fEventClass == "Centrality"){\r
-    if(gAnalysisLevel == "AOD"|| gAnalysisLevel == "MCAOD") { //centrality in AOD header\r
-      AliAODHeader *header = (AliAODHeader*) event->GetHeader();\r
-      if(header){\r
-        gCentrality = header->GetCentralityP()->GetCentralityPercentile(fCentralityEstimator.Data());\r
-      }//AOD header\r
-    }//AOD\r
+\r
+  // calculate centrality always (not only in centrality mode)\r
+  if(gAnalysisLevel == "AOD"|| gAnalysisLevel == "MCAOD" || gAnalysisLevel == "MCAODrec" ) { //centrality in AOD header  //++++++++++++++\r
+    AliAODHeader *header = (AliAODHeader*) event->GetHeader();\r
+    if(header){\r
+      gCentrality = header->GetCentralityP()->GetCentralityPercentile(fCentralityEstimator.Data());\r
+\r
+      // QA for centrality estimators\r
+      fHistCentStats->Fill(0.,header->GetCentralityP()->GetCentralityPercentile("V0M"));\r
+      fHistCentStats->Fill(1.,header->GetCentralityP()->GetCentralityPercentile("V0A"));\r
+      fHistCentStats->Fill(2.,header->GetCentralityP()->GetCentralityPercentile("V0C"));\r
+      fHistCentStats->Fill(3.,header->GetCentralityP()->GetCentralityPercentile("FMD"));\r
+      fHistCentStats->Fill(4.,header->GetCentralityP()->GetCentralityPercentile("TRK"));\r
+      fHistCentStats->Fill(5.,header->GetCentralityP()->GetCentralityPercentile("TKL")); \r
+      fHistCentStats->Fill(6.,header->GetCentralityP()->GetCentralityPercentile("CL0"));\r
+      fHistCentStats->Fill(7.,header->GetCentralityP()->GetCentralityPercentile("CL1"));\r
+      fHistCentStats->Fill(8.,header->GetCentralityP()->GetCentralityPercentile("ZNA"));\r
+      fHistCentStats->Fill(9.,header->GetCentralityP()->GetCentralityPercentile("ZPA"));\r
+      fHistCentStats->Fill(10.,header->GetCentralityP()->GetCentralityPercentile("V0MvsFMD"));\r
+      fHistCentStats->Fill(11.,header->GetCentralityP()->GetCentralityPercentile("TKLvsV0M"));\r
+      fHistCentStats->Fill(12.,header->GetCentralityP()->GetCentralityPercentile("ZEMvsZDC"));\r
+      \r
+      // Centrality estimator USED   ++++++++++++++++++++++++++++++\r
+      fHistCentStatsUsed->Fill(0.,header->GetCentralityP()->GetCentralityPercentile(fCentralityEstimator.Data()));\r
+      \r
+      // centrality QA (V0M)\r
+      fHistV0M->Fill(event->GetVZEROData()->GetMTotV0A(), event->GetVZEROData()->GetMTotV0C());\r
+      \r
+      // centrality QA (reference tracks)\r
+      fHistRefTracks->Fill(0.,header->GetRefMultiplicity());\r
+      fHistRefTracks->Fill(1.,header->GetRefMultiplicityPos());\r
+      fHistRefTracks->Fill(2.,header->GetRefMultiplicityNeg());\r
+      fHistRefTracks->Fill(3.,header->GetTPConlyRefMultiplicity());\r
+      fHistRefTracks->Fill(4.,header->GetNumberOfITSClusters(0));\r
+      fHistRefTracks->Fill(5.,header->GetNumberOfITSClusters(1));\r
+      fHistRefTracks->Fill(6.,header->GetNumberOfITSClusters(2));\r
+      fHistRefTracks->Fill(7.,header->GetNumberOfITSClusters(3));\r
+      fHistRefTracks->Fill(8.,header->GetNumberOfITSClusters(4));\r
+\r
+    }//AOD header\r
+  }//AOD\r
+  \r
+  else if(gAnalysisLevel == "ESD" || gAnalysisLevel == "MCESD"){ // centrality class for ESDs or MC-ESDs\r
+    AliCentrality *centrality = event->GetCentrality();\r
+    gCentrality = centrality->GetCentralityPercentile(fCentralityEstimator.Data());\r
+\r
+    // QA for centrality estimators\r
+    fHistCentStats->Fill(0.,centrality->GetCentralityPercentile("V0M"));\r
+    fHistCentStats->Fill(1.,centrality->GetCentralityPercentile("V0A"));\r
+    fHistCentStats->Fill(2.,centrality->GetCentralityPercentile("V0C"));\r
+    fHistCentStats->Fill(3.,centrality->GetCentralityPercentile("FMD"));\r
+    fHistCentStats->Fill(4.,centrality->GetCentralityPercentile("TRK"));\r
+    fHistCentStats->Fill(5.,centrality->GetCentralityPercentile("TKL"));\r
+    fHistCentStats->Fill(6.,centrality->GetCentralityPercentile("CL0"));\r
+    fHistCentStats->Fill(7.,centrality->GetCentralityPercentile("CL1"));\r
+    fHistCentStats->Fill(8.,centrality->GetCentralityPercentile("ZNA"));\r
+    fHistCentStats->Fill(9.,centrality->GetCentralityPercentile("ZPA"));\r
+    fHistCentStats->Fill(10.,centrality->GetCentralityPercentile("V0MvsFMD"));\r
+    fHistCentStats->Fill(11.,centrality->GetCentralityPercentile("TKLvsV0M"));\r
+    fHistCentStats->Fill(12.,centrality->GetCentralityPercentile("ZEMvsZDC"));\r
     \r
-    else if(gAnalysisLevel == "ESD" || gAnalysisLevel == "MCESD"){ // centrality class for ESDs or MC-ESDs\r
-      AliCentrality *centrality = event->GetCentrality();\r
-      gCentrality = centrality->GetCentralityPercentile(fCentralityEstimator.Data());\r
-    }//ESD\r
-    else if(gAnalysisLevel == "MC"){\r
-      Double_t gImpactParameter = 0.;\r
-      if(dynamic_cast<AliMCEvent*>(event)){\r
-       AliCollisionGeometry* headerH = dynamic_cast<AliCollisionGeometry*>(dynamic_cast<AliMCEvent*>(event)->GenEventHeader());      \r
-       if(headerH){\r
-         gImpactParameter = headerH->ImpactParameter();\r
-         gCentrality      = gImpactParameter;\r
-       }//MC header\r
-      }//MC event cast\r
-    }//MC\r
-    else{\r
-      gCentrality = -1.;\r
-    }\r
-  }//End if "Centrality"\r
-  if(fEventClass=="Multiplicity"&&gAnalysisLevel == "ESD"){\r
+    // Centrality estimator USED   ++++++++++++++++++++++++++++++\r
+    fHistCentStatsUsed->Fill(0.,centrality->GetCentralityPercentile(fCentralityEstimator.Data()));\r
+    \r
+    // centrality QA (V0M)\r
+    fHistV0M->Fill(event->GetVZEROData()->GetMTotV0A(), event->GetVZEROData()->GetMTotV0C());\r
+  }//ESD\r
+\r
+  else if(gAnalysisLevel == "MC"){\r
+    Double_t gImpactParameter = 0.;\r
+    AliMCEvent *gMCEvent = dynamic_cast<AliMCEvent*>(event);\r
+    if(gMCEvent){\r
+      AliCollisionGeometry* headerH = dynamic_cast<AliCollisionGeometry*>(gMCEvent->GenEventHeader());      \r
+      if(headerH){\r
+       gImpactParameter = headerH->ImpactParameter();\r
+       gCentrality      = gImpactParameter;\r
+      }//MC header\r
+    }//MC event cast\r
+  }//MC\r
+\r
+  else{\r
+    gCentrality = -1.;\r
+  }\r
+  \r
+  // calculate reference multiplicity always (not only in multiplicity mode)\r
+  if(gAnalysisLevel == "ESD" || gAnalysisLevel == "MCESD"){\r
     AliESDEvent* gESDEvent = dynamic_cast<AliESDEvent*>(event);\r
     if(gESDEvent){\r
       gMultiplicity = fESDtrackCuts->GetReferenceMultiplicity(gESDEvent, AliESDtrackCuts::kTrackletsITSTPC,0.5);\r
+      fHistMultiplicity->Fill(gMultiplicity);\r
     }//AliESDevent cast\r
-  }\r
-  else if(fEventClass=="Multiplicity"&&gAnalysisLevel == "AOD"){\r
+  }//ESD mode\r
+\r
+  else if(gAnalysisLevel == "AOD"|| gAnalysisLevel == "MCAOD" || gAnalysisLevel == "MCAODrec" ){\r
     AliAODHeader *header = (AliAODHeader*) event->GetHeader();\r
-    if(header){\r
-      gMultiplicity = header->GetRefMultiplicity();\r
-    }//AOD header\r
-  }\r
-  else if(fEventClass=="Multiplicity"&&gAnalysisLevel == "MC") {\r
+    if ((fMultiplicityEstimator == "V0M")||\r
+       (fMultiplicityEstimator == "V0A")||\r
+       (fMultiplicityEstimator == "V0C") ||\r
+       (fMultiplicityEstimator == "TPC")) {\r
+      gMultiplicity = GetReferenceMultiplicityFromAOD(event);\r
+      if(fDebugLevel) Printf("Reference multiplicity (calculated): %.0f",gMultiplicity);\r
+    }\r
+    else {\r
+      if(header)\r
+       gMultiplicity = header->GetRefMultiplicity();\r
+      if(fDebugLevel) Printf("Reference multiplicity (AOD header): %.0f",gMultiplicity);\r
+    }\r
+    fHistMultiplicity->Fill(gMultiplicity);\r
+  }//AOD mode\r
+  else if(gAnalysisLevel == "MC") {\r
     AliMCEvent* gMCEvent = dynamic_cast<AliMCEvent*>(event);\r
     //Calculating the multiplicity as the number of charged primaries\r
     //within \pm 0.8 in eta and pT > 0.1 GeV/c\r
@@ -966,14 +1054,37 @@ Double_t AliAnalysisTaskBFPsi::GetRefMultiOrCentrality(AliVEvent *event){
       \r
       //exclude non stable particles\r
       if(!(gMCEvent->IsPhysicalPrimary(iParticle))) continue;\r
-      if(track->Pt() < 0.1)  continue;\r
-      if(track->Eta() < fEtaMin || track->Eta() > fEtaMax)  continue;\r
+      \r
+      //++++++++++++++++\r
+      if (fMultiplicityEstimator == "V0M") {\r
+       if((track->Eta() > 5.1 || track->Eta() < 2.8)&&(track->Eta() < -3.7 || track->Eta() > -1.7)) \r
+         continue;}\r
+      else if (fMultiplicityEstimator == "V0A") {\r
+       if(track->Eta() > 5.1 || track->Eta() < 2.8)  continue;}\r
+      else if (fMultiplicityEstimator == "V0C") {\r
+       if(track->Eta() > -1.7 || track->Eta() < -3.7)  continue;}\r
+      else if (fMultiplicityEstimator == "TPC") {\r
+       if(track->Eta() < fEtaMin || track->Eta() > fEtaMax)  continue;\r
+       if(track->Pt() < fPtMin || track->Pt() > fPtMax)  continue;\r
+      }\r
+      else{\r
+       if(track->Pt() < fPtMin || track->Pt() > fPtMax)  continue;\r
+       if(track->Eta() < fEtaMin || track->Eta() > fEtaMax)  continue;\r
+      }\r
+      //++++++++++++++++\r
+      \r
       if(track->Charge() == 0) continue;\r
-\r
+      \r
       gMultiplicity += 1;\r
     }//loop over primaries\r
-  }//MC mode & multiplicity class\r
+    fHistMultiplicity->Fill(gMultiplicity);\r
+  }//MC mode\r
+  else{\r
+    gMultiplicity = -1;\r
+  }\r
+  \r
 \r
+  // decide what should be returned only here\r
   Double_t lReturnVal = -100;\r
   if(fEventClass=="Multiplicity"){\r
     lReturnVal = gMultiplicity;\r
@@ -983,6 +1094,102 @@ Double_t AliAnalysisTaskBFPsi::GetRefMultiOrCentrality(AliVEvent *event){
   return lReturnVal;\r
 }\r
 \r
+//________________________________________________________________________\r
+Double_t AliAnalysisTaskBFPsi::GetReferenceMultiplicityFromAOD(AliVEvent *event){\r
+  //Function that returns the reference multiplicity from AODs (data or reco MC)\r
+  //Different ref. mult. implemented: V0M, V0A, V0C, TPC\r
+  Double_t gRefMultiplicity = 0., gRefMultiplicityTPC = 0.;\r
+  Double_t gRefMultiplicityVZERO = 0., gRefMultiplicityVZEROA = 0., gRefMultiplicityVZEROC = 0.;\r
+\r
+  AliAODHeader *header = dynamic_cast<AliAODHeader *>(event->GetHeader());\r
+  if(!header) {\r
+    Printf("ERROR: AOD header not available");\r
+    return -999;\r
+  }\r
+  Int_t gRunNumber = header->GetRunNumber();\r
+\r
+  // Loop over tracks in event\r
+  for (Int_t iTracks = 0; iTracks < event->GetNumberOfTracks(); iTracks++) {\r
+    AliAODTrack* aodTrack = dynamic_cast<AliAODTrack *>(event->GetTrack(iTracks));\r
+    if (!aodTrack) {\r
+      AliError(Form("Could not receive track %d", iTracks));\r
+      continue;\r
+    }\r
+    \r
+    // AOD track cuts\r
+    if(!aodTrack->TestFilterBit(fnAODtrackCutBit)) continue;\r
+            \r
+    if(aodTrack->Charge() == 0) continue;\r
+    // Kinematics cuts from ESD track cuts\r
+    if( aodTrack->Pt() < fPtMin || aodTrack->Pt() > fPtMax)      continue;\r
+    if( aodTrack->Eta() < fEtaMin || aodTrack->Eta() > fEtaMax)  continue;\r
+    \r
+    //=================PID (so far only for electron rejection)==========================//\r
+    if(fElectronRejection) {\r
+      // get the electron nsigma\r
+      Double_t nSigma = TMath::Abs(fPIDResponse->NumberOfSigmasTPC(aodTrack,(AliPID::EParticleType)AliPID::kElectron));\r
+      \r
+      // check only for given momentum range\r
+      if( aodTrack->Pt() > fElectronRejectionMinPt && aodTrack->Pt() < fElectronRejectionMaxPt ){\r
+       //look only at electron nsigma\r
+       if(!fElectronOnlyRejection) {\r
+         //Make the decision based on the n-sigma of electrons\r
+         if(nSigma < fElectronRejectionNSigma) continue;\r
+       }\r
+       else {\r
+         Double_t nSigmaPions   = TMath::Abs(fPIDResponse->NumberOfSigmasTPC(aodTrack,(AliPID::EParticleType)AliPID::kPion));\r
+         Double_t nSigmaKaons   = TMath::Abs(fPIDResponse->NumberOfSigmasTPC(aodTrack,(AliPID::EParticleType)AliPID::kKaon));\r
+         Double_t nSigmaProtons = TMath::Abs(fPIDResponse->NumberOfSigmasTPC(aodTrack,(AliPID::EParticleType)AliPID::kProton));\r
+         \r
+         //Make the decision based on the n-sigma of electrons exclusively ( = track not in nsigma region for other species)\r
+         if(nSigma < fElectronRejectionNSigma\r
+            && nSigmaPions   > fElectronRejectionNSigma\r
+            && nSigmaKaons   > fElectronRejectionNSigma\r
+            && nSigmaProtons > fElectronRejectionNSigma ) continue;\r
+       }\r
+      }\r
+    }//electron rejection\r
+    \r
+    gRefMultiplicityTPC += 1.0;\r
+  }// track loop\r
+  \r
+  //VZERO segmentation in two detectors (0-31: VZERO-C, 32-63: VZERO-A)\r
+  for(Int_t iChannel = 0; iChannel < 64; iChannel++) {\r
+    fHistVZEROSignal->Fill(iChannel,event->GetVZEROEqMultiplicity(iChannel));\r
+    \r
+    if(iChannel < 32) \r
+      gRefMultiplicityVZEROC += event->GetVZEROEqMultiplicity(iChannel);\r
+    else if(iChannel >= 32) \r
+      gRefMultiplicityVZEROA += event->GetVZEROEqMultiplicity(iChannel);\r
+  }//loop over PMTs\r
+  \r
+  //Equalization of gain\r
+  Double_t gFactorA = GetEqualizationFactor(gRunNumber,"A");\r
+  if(gFactorA != 0)\r
+    gRefMultiplicityVZEROA /= gFactorA;\r
+  Double_t gFactorC = GetEqualizationFactor(gRunNumber,"C");\r
+  if(gFactorC != 0)\r
+    gRefMultiplicityVZEROC /= gFactorC;\r
+  if((gFactorA != 0)&&(gFactorC != 0)) \r
+    gRefMultiplicityVZERO = (gRefMultiplicityVZEROA/gFactorA)+(gRefMultiplicityVZEROC/gFactorC);\r
+  \r
+  if(fDebugLevel) \r
+    Printf("VZERO multiplicity: %.0f - TPC multiplicity: %.0f",gRefMultiplicityVZERO,gRefMultiplicityTPC);\r
+\r
+  fHistTPCvsVZEROMultiplicity->Fill(gRefMultiplicityVZERO,gRefMultiplicityTPC);\r
+\r
+  if(fMultiplicityEstimator == "TPC") \r
+    gRefMultiplicity = gRefMultiplicityTPC;\r
+  else if(fMultiplicityEstimator == "V0M")\r
+    gRefMultiplicity = gRefMultiplicityVZERO;\r
+  else if(fMultiplicityEstimator == "V0A")\r
+    gRefMultiplicity = gRefMultiplicityVZEROA;\r
+  else if(fMultiplicityEstimator == "V0C")\r
+    gRefMultiplicity = gRefMultiplicityVZEROC;\r
+  \r
+  return gRefMultiplicity;\r
+}\r
+\r
 //________________________________________________________________________\r
 Double_t AliAnalysisTaskBFPsi::GetEventPlane(AliVEvent *event){\r
   // Get the event plane\r
@@ -1114,6 +1321,7 @@ TObjArray* AliAnalysisTaskBFPsi::GetAcceptedTracks(AliVEvent *event, Double_t gC
 \r
   if(gAnalysisLevel == "AOD") { // handling of TPC only tracks different in AOD and ESD\r
     // Loop over tracks in event\r
+    \r
     for (Int_t iTracks = 0; iTracks < event->GetNumberOfTracks(); iTracks++) {\r
       AliAODTrack* aodTrack = dynamic_cast<AliAODTrack *>(event->GetTrack(iTracks));\r
       if (!aodTrack) {\r
@@ -1129,34 +1337,174 @@ TObjArray* AliAnalysisTaskBFPsi::GetAcceptedTracks(AliVEvent *event, Double_t gC
       for(Int_t iTrackBit = 0; iTrackBit < 16; iTrackBit++){\r
        fHistTrackStats->Fill(iTrackBit,aodTrack->TestFilterBit(1<<iTrackBit));\r
       }\r
-      if(!aodTrack->TestFilterBit(nAODtrackCutBit)) continue;\r
 \r
+      if(!aodTrack->TestFilterBit(fnAODtrackCutBit)) continue;\r
+      \r
+      vCharge = aodTrack->Charge();\r
+      vEta    = aodTrack->Eta();\r
+      vY      = aodTrack->Y();\r
+      vPhi    = aodTrack->Phi();// * TMath::RadToDeg();\r
+      vPt     = aodTrack->Pt();\r
+      \r
       //===========================PID (so far only for electron rejection)===============================//               \r
       if(fElectronRejection) {\r
-       \r
+\r
        // get the electron nsigma\r
        Double_t nSigma = TMath::Abs(fPIDResponse->NumberOfSigmasTPC(aodTrack,(AliPID::EParticleType)AliPID::kElectron));\r
        \r
        //Fill QA before the PID\r
-       fHistdEdxVsPTPCbeforePID -> Fill(aodTrack->P()*aodTrack->Charge(),aodTrack->GetTPCsignal());\r
-       fHistNSigmaTPCvsPtbeforePID -> Fill(aodTrack->P()*aodTrack->Charge(),nSigma); \r
+       fHistdEdxVsPTPCbeforePIDelectron -> Fill(aodTrack->P()*aodTrack->Charge(),aodTrack->GetTPCsignal());\r
+       fHistNSigmaTPCvsPtbeforePIDelectron -> Fill(aodTrack->P()*aodTrack->Charge(),nSigma); \r
        //end of QA-before pid\r
        \r
-       //Make the decision based on the n-sigma\r
-       if(nSigma < fElectronRejectionNSigma) continue;\r
-       \r
+       // check only for given momentum range\r
+       if( vPt > fElectronRejectionMinPt && vPt < fElectronRejectionMaxPt ){\r
+                 \r
+         //look only at electron nsigma\r
+         if(!fElectronOnlyRejection){\r
+           \r
+           //Make the decision based on the n-sigma of electrons\r
+           if(nSigma < fElectronRejectionNSigma) continue;\r
+         }\r
+         else{\r
+           \r
+           Double_t nSigmaPions   = TMath::Abs(fPIDResponse->NumberOfSigmasTPC(aodTrack,(AliPID::EParticleType)AliPID::kPion));\r
+           Double_t nSigmaKaons   = TMath::Abs(fPIDResponse->NumberOfSigmasTPC(aodTrack,(AliPID::EParticleType)AliPID::kKaon));\r
+           Double_t nSigmaProtons = TMath::Abs(fPIDResponse->NumberOfSigmasTPC(aodTrack,(AliPID::EParticleType)AliPID::kProton));\r
+           \r
+           //Make the decision based on the n-sigma of electrons exclusively ( = track not in nsigma region for other species)\r
+           if(nSigma < fElectronRejectionNSigma\r
+              && nSigmaPions   > fElectronRejectionNSigma\r
+              && nSigmaKaons   > fElectronRejectionNSigma\r
+              && nSigmaProtons > fElectronRejectionNSigma ) continue;\r
+         }\r
+       }\r
+  \r
        //Fill QA after the PID\r
-       fHistdEdxVsPTPCafterPID -> Fill(aodTrack->P()*aodTrack->Charge(),aodTrack->GetTPCsignal());\r
-       fHistNSigmaTPCvsPtafterPID -> Fill(aodTrack->P()*aodTrack->Charge(),nSigma); \r
+       fHistdEdxVsPTPCafterPIDelectron -> Fill(aodTrack->P()*aodTrack->Charge(),aodTrack->GetTPCsignal());\r
+       fHistNSigmaTPCvsPtafterPIDelectron -> Fill(aodTrack->P()*aodTrack->Charge(),nSigma); \r
+       \r
       }\r
       //===========================end of PID (so far only for electron rejection)===============================//\r
-      \r
-      vCharge = aodTrack->Charge();\r
-      vEta    = aodTrack->Eta();\r
-      vY      = aodTrack->Y();\r
-      vPhi    = aodTrack->Phi();// * TMath::RadToDeg();\r
-      vPt     = aodTrack->Pt();\r
-      \r
+\r
+      //+++++++++++++++++++++++++++++//\r
+      //===========================PID===============================//                    \r
+      if(fUsePID) {\r
+       Double_t prob[AliPID::kSPECIES]={0.};\r
+       Double_t probTPC[AliPID::kSPECIES]={0.};\r
+       Double_t probTOF[AliPID::kSPECIES]={0.};\r
+       Double_t probTPCTOF[AliPID::kSPECIES]={0.};\r
+       \r
+       Double_t nSigma = 0.;\r
+       Double_t nSigmaTPC = 0.; //++++\r
+       Double_t nSigmaTOF = 0.; //++++\r
+       Double_t nSigmaTPCTOF = 0.; //++++\r
+       UInt_t detUsedTPC = 0;\r
+       UInt_t detUsedTOF = 0;\r
+       UInt_t detUsedTPCTOF = 0;\r
+       \r
+       nSigmaTPC = TMath::Abs(fPIDResponse->NumberOfSigmasTPC(aodTrack,(AliPID::EParticleType)fParticleOfInterest));\r
+       nSigmaTOF = TMath::Abs(fPIDResponse->NumberOfSigmasTOF(aodTrack,(AliPID::EParticleType)fParticleOfInterest));\r
+       nSigmaTPCTOF = TMath::Sqrt(nSigmaTPC*nSigmaTPC + nSigmaTOF*nSigmaTOF);\r
+\r
+       //Decide what detector configuration we want to use\r
+       switch(fPidDetectorConfig) {\r
+       case kTPCpid:\r
+         fPIDCombined->SetDetectorMask(AliPIDResponse::kDetTPC);\r
+         nSigma = nSigmaTPC;\r
+         detUsedTPC = fPIDCombined->ComputeProbabilities(aodTrack, fPIDResponse, probTPC);\r
+         for(Int_t iSpecies = 0; iSpecies < AliPID::kSPECIES; iSpecies++)\r
+           prob[iSpecies] = probTPC[iSpecies];\r
+         break;\r
+       case kTOFpid:\r
+         fPIDCombined->SetDetectorMask(AliPIDResponse::kDetTOF);\r
+         nSigma = nSigmaTOF;\r
+         detUsedTOF = fPIDCombined->ComputeProbabilities(aodTrack, fPIDResponse, probTOF);\r
+         for(Int_t iSpecies = 0; iSpecies < AliPID::kSPECIES; iSpecies++)\r
+           prob[iSpecies] = probTOF[iSpecies];\r
+         break;\r
+       case kTPCTOF:\r
+         fPIDCombined->SetDetectorMask(AliPIDResponse::kDetTOF|AliPIDResponse::kDetTPC);\r
+         nSigma = nSigmaTPCTOF;\r
+         detUsedTPCTOF = fPIDCombined->ComputeProbabilities(aodTrack, fPIDResponse, probTPCTOF);\r
+         for(Int_t iSpecies = 0; iSpecies < AliPID::kSPECIES; iSpecies++)\r
+           prob[iSpecies] = probTPCTOF[iSpecies];\r
+         break;\r
+       default:\r
+         break;\r
+       }//end switch: define detector mask\r
+       \r
+       //Filling the PID QA\r
+       Double_t tofTime = -999., length = 999., tof = -999.;\r
+       Double_t c = TMath::C()*1.E-9;// m/ns\r
+       Double_t beta = -999.;\r
+       if ( (aodTrack->IsOn(AliAODTrack::kTOFin)) &&\r
+            (aodTrack->IsOn(AliAODTrack::kTIME))  ) { \r
+         tofTime = aodTrack->GetTOFsignal();//in ps\r
+         length = aodTrack->GetIntegratedLength();\r
+         tof = tofTime*1E-3; // ns     \r
+         \r
+         if (tof <= 0) {\r
+           //Printf("WARNING: track with negative TOF time found! Skipping this track for PID checks\n");\r
+           continue;\r
+         }\r
+         if (length <= 0){\r
+           //printf("WARNING: track with negative length found!Skipping this track for PID checks\n");\r
+           continue;\r
+         }\r
+         \r
+         length = length*0.01; // in meters\r
+         tof = tof*c;\r
+         beta = length/tof;\r
+         \r
+         fHistBetavsPTOFbeforePID ->Fill(aodTrack->P()*aodTrack->Charge(),beta);\r
+         fHistProbTOFvsPtbeforePID ->Fill(aodTrack->Pt(),probTOF[fParticleOfInterest]);\r
+         fHistNSigmaTOFvsPtbeforePID ->Fill(aodTrack->Pt(),nSigmaTOF);\r
+       }//TOF signal \r
+       \r
+       fHistdEdxVsPTPCbeforePID -> Fill(aodTrack->P()*aodTrack->Charge(),aodTrack->GetTPCsignal());\r
+       fHistProbTPCvsPtbeforePID -> Fill(aodTrack->Pt(),probTPC[fParticleOfInterest]); \r
+       fHistNSigmaTPCvsPtbeforePID -> Fill(aodTrack->Pt(),nSigmaTPC);\r
+       \r
+       fHistProbTPCTOFvsPtbeforePID -> Fill(aodTrack->Pt(),probTPCTOF[fParticleOfInterest]);\r
+\r
+       //combined TPC&TOF\r
+       fHistBetaVsdEdXbeforePID->Fill(aodTrack->GetTPCsignal(),beta); //+++++++++      \r
+       fHistNSigmaTPCTOFvsPtbeforePID -> Fill(aodTrack->Pt(),nSigmaTPCTOF);\r
+       Printf("NSIGMA: %lf - nSigmaTOF: %lf - nSigmaTPC: %lf - nSigmaTPCTOF: %lf",nSigma,nSigmaTOF,nSigmaTPC,nSigmaTPCTOF);\r
+       \r
+       //end of QA-before pid\r
+       \r
+       if ((detUsedTPC != 0)||(detUsedTOF != 0)||(detUsedTPCTOF != 0)) {\r
+         //Make the decision based on the n-sigma\r
+         if(fUsePIDnSigma) {\r
+           if(nSigma > fPIDNSigma) continue;  \r
+           \r
+           fHistNSigmaTOFvsPtafterPID ->Fill(aodTrack->Pt(),nSigmaTOF);\r
+           fHistNSigmaTPCvsPtafterPID ->Fill(aodTrack->Pt(),nSigmaTPC);\r
+           fHistNSigmaTPCTOFvsPtafterPID ->Fill(aodTrack->Pt(),nSigmaTPCTOF);\r
+         }\r
+         //Make the decision based on the bayesian\r
+         else if(fUsePIDPropabilities) {\r
+           if(fParticleOfInterest != TMath::LocMax(AliPID::kSPECIES,prob)) continue;\r
+           if (prob[fParticleOfInterest] < fMinAcceptedPIDProbability) continue;      \r
+         \r
+           fHistProbTOFvsPtafterPID ->Fill(aodTrack->Pt(),probTOF[fParticleOfInterest]);\r
+           fHistProbTPCvsPtafterPID ->Fill(aodTrack->Pt(),probTPC[fParticleOfInterest]); \r
+           fHistProbTPCTOFvsPtafterPID ->Fill(aodTrack->Pt(),probTPCTOF[fParticleOfInterest]);\r
+         \r
+         }\r
+           \r
+         //Fill QA after the PID\r
+         fHistBetavsPTOFafterPID ->Fill(aodTrack->P()*aodTrack->Charge(),beta);\r
+         fHistdEdxVsPTPCafterPID ->Fill(aodTrack->P()*aodTrack->Charge(),aodTrack->GetTPCsignal());\r
+         fHistBetaVsdEdXafterPID->Fill(aodTrack->GetTPCsignal(),beta); //+++++++++      \r
+       }\r
+      }\r
+      //===========================PID===============================//\r
+      //+++++++++++++++++++++++++++++//\r
+\r
+\r
       Float_t dcaXY = aodTrack->DCA();      // this is the DCA from global track (not exactly what is cut on)\r
       Float_t dcaZ  = aodTrack->ZAtDCA();   // this is the DCA from global track (not exactly what is cut on)\r
       \r
@@ -1207,63 +1555,268 @@ TObjArray* AliAnalysisTaskBFPsi::GetAcceptedTracks(AliVEvent *event, Double_t gC
     \r
     AliMCEvent* mcEvent = MCEvent();\r
     if (!mcEvent) {\r
-      Printf("ERROR: Could not retrieve MC event");\r
+      AliError("ERROR: Could not retrieve MC event");\r
     }\r
+    else{\r
+      \r
+      for (Int_t iTracks = 0; iTracks < mcEvent->GetNumberOfTracks(); iTracks++) {\r
+       AliAODMCParticle *aodTrack = (AliAODMCParticle*) mcEvent->GetTrack(iTracks); \r
+       if (!aodTrack) {\r
+         AliError(Form("ERROR: Could not receive track %d (mc loop)", iTracks));\r
+         continue;\r
+       }\r
+       \r
+       if(!aodTrack->IsPhysicalPrimary()) continue;   \r
+       \r
+       vCharge = aodTrack->Charge();\r
+       vEta    = aodTrack->Eta();\r
+       vY      = aodTrack->Y();\r
+       vPhi    = aodTrack->Phi();// * TMath::RadToDeg();\r
+       vPt     = aodTrack->Pt();\r
+       \r
+       // Kinematics cuts from ESD track cuts\r
+       if( vPt < fPtMin || vPt > fPtMax)      continue;\r
+       if( vEta < fEtaMin || vEta > fEtaMax)  continue;\r
+       \r
+       // Remove neutral tracks\r
+       if( vCharge == 0 ) continue;\r
+       \r
+       //Exclude resonances\r
+       if(fExcludeResonancesInMC) {\r
+         \r
+         Bool_t kExcludeParticle = kFALSE;\r
+         Int_t gMotherIndex = aodTrack->GetMother();\r
+         if(gMotherIndex != -1) {\r
+           AliAODMCParticle* motherTrack = dynamic_cast<AliAODMCParticle *>(mcEvent->GetTrack(gMotherIndex));\r
+           if(motherTrack) {\r
+             Int_t pdgCodeOfMother = motherTrack->GetPdgCode();\r
+             //if((pdgCodeOfMother == 113)||(pdgCodeOfMother == 213)||(pdgCodeOfMother == 221)||(pdgCodeOfMother == 223)||(pdgCodeOfMother == 331)||(pdgCodeOfMother == 333)) {\r
+             //if(pdgCodeOfMother == 113) {\r
+             if(pdgCodeOfMother == 113  // rho0\r
+                || pdgCodeOfMother == 213 || pdgCodeOfMother == -213 // rho+\r
+                // || pdgCodeOfMother == 221  // eta\r
+                // || pdgCodeOfMother == 331  // eta'\r
+                // || pdgCodeOfMother == 223  // omega\r
+                // || pdgCodeOfMother == 333  // phi\r
+                || pdgCodeOfMother == 311  || pdgCodeOfMother == -311 // K0\r
+                // || pdgCodeOfMother == 313  || pdgCodeOfMother == -313 // K0*\r
+                // || pdgCodeOfMother == 323  || pdgCodeOfMother == -323 // K+*\r
+                || pdgCodeOfMother == 3122 || pdgCodeOfMother == -3122 // Lambda\r
+                || pdgCodeOfMother == 111  // pi0 Dalitz\r
+                || pdgCodeOfMother == 22  // photon\r
+                ) {\r
+               kExcludeParticle = kTRUE;\r
+             }\r
+           }\r
+         }\r
+         \r
+         //Exclude from the analysis decay products of rho0, rho+, eta, eta' and phi\r
+         if(kExcludeParticle) continue;\r
+       }\r
+\r
+       //Exclude electrons with PDG\r
+       if(fExcludeElectronsInMC) {\r
+         \r
+         if(TMath::Abs(aodTrack->GetPdgCode()) == 11) continue;\r
+         \r
+       }\r
+       \r
+       // fill QA histograms\r
+       fHistPt->Fill(vPt,gCentrality);\r
+       fHistEta->Fill(vEta,gCentrality);\r
+       fHistRapidity->Fill(vY,gCentrality);\r
+       if(vCharge > 0) fHistPhiPos->Fill(vPhi,gCentrality);\r
+       else if(vCharge < 0) fHistPhiNeg->Fill(vPhi,gCentrality);\r
+       fHistPhi->Fill(vPhi,gCentrality);\r
+       if(vCharge > 0)      fHistEtaPhiPos->Fill(vEta,vPhi,gCentrality);                \r
+       else if(vCharge < 0) fHistEtaPhiNeg->Fill(vEta,vPhi,gCentrality);\r
+       \r
+       //=======================================correction\r
+       Double_t correction = GetTrackbyTrackCorrectionMatrix(vEta, vPhi, vPt, vCharge, gCentrality);  \r
+       //Printf("CORRECTIONminus: %.2f | Centrality %lf",correction,gCentrality);   \r
+       \r
+       // add the track to the TObjArray\r
+       tracksAccepted->Add(new AliBFBasicParticle(vEta, vPhi, vPt, vCharge, correction));  \r
+      }//aodTracks\r
+    }//MC event\r
+  }//MCAOD\r
+  //==============================================================================================================\r
+\r
+  //==============================================================================================================\r
+  else if(gAnalysisLevel == "MCAODrec") {\r
+    \r
+    /* fAOD = dynamic_cast<AliAODEvent*>(InputEvent());\r
+    if (!fAOD) {\r
+      printf("ERROR: fAOD not available\n");\r
+      return;\r
+      }*/\r
     \r
-    for (Int_t iTracks = 0; iTracks < mcEvent->GetNumberOfTracks(); iTracks++) {\r
-      AliAODMCParticle *aodTrack = (AliAODMCParticle*) mcEvent->GetTrack(iTracks); \r
+    fArrayMC = dynamic_cast<TClonesArray*>(event->FindListObject(AliAODMCParticle::StdBranchName())); \r
+    if (!fArrayMC) { \r
+       AliError("No array of MC particles found !!!");\r
+    }\r
+\r
+    AliMCEvent* mcEvent = MCEvent();\r
+    if (!mcEvent) {\r
+       AliError("ERROR: Could not retrieve MC event");\r
+       return tracksAccepted;\r
+    }\r
+     \r
+    for (Int_t iTracks = 0; iTracks < event->GetNumberOfTracks(); iTracks++) {\r
+      AliAODTrack* aodTrack = dynamic_cast<AliAODTrack *>(event->GetTrack(iTracks));\r
       if (!aodTrack) {\r
-       Printf("ERROR: Could not receive track %d (mc loop)", iTracks);\r
+       AliError(Form("Could not receive track %d", iTracks));\r
        continue;\r
       }\r
       \r
-      if(!aodTrack->IsPhysicalPrimary()) continue;   \r
-\r
+      for(Int_t iTrackBit = 0; iTrackBit < 16; iTrackBit++){\r
+       fHistTrackStats->Fill(iTrackBit,aodTrack->TestFilterBit(1<<iTrackBit));\r
+      }\r
+      if(!aodTrack->TestFilterBit(fnAODtrackCutBit)) continue;\r
+      \r
       vCharge = aodTrack->Charge();\r
       vEta    = aodTrack->Eta();\r
       vY      = aodTrack->Y();\r
       vPhi    = aodTrack->Phi();// * TMath::RadToDeg();\r
       vPt     = aodTrack->Pt();\r
       \r
+      //===========================use MC information for Kinematics===============================//              \r
+      if(fUseMCforKinematics){\r
+\r
+       Int_t label = TMath::Abs(aodTrack->GetLabel());\r
+       AliAODMCParticle *AODmcTrack = (AliAODMCParticle*) fArrayMC->At(label);\r
+\r
+       if(AODmcTrack){\r
+         vCharge = AODmcTrack->Charge();\r
+         vEta    = AODmcTrack->Eta();\r
+         vY      = AODmcTrack->Y();\r
+         vPhi    = AODmcTrack->Phi();// * TMath::RadToDeg();\r
+         vPt     = AODmcTrack->Pt();\r
+       }\r
+       else{\r
+         AliDebug(1, "no MC particle for this track"); \r
+         continue;\r
+       }\r
+      }\r
+      //===========================end of use MC information for Kinematics========================//              \r
+\r
+\r
+      //===========================PID (so far only for electron rejection)===============================//               \r
+      if(fElectronRejection) {\r
+\r
+       // get the electron nsigma\r
+       Double_t nSigma = TMath::Abs(fPIDResponse->NumberOfSigmasTPC(aodTrack,(AliPID::EParticleType)AliPID::kElectron));\r
+\r
+       //Fill QA before the PID\r
+       fHistdEdxVsPTPCbeforePIDelectron -> Fill(aodTrack->P()*aodTrack->Charge(),aodTrack->GetTPCsignal());\r
+       fHistNSigmaTPCvsPtbeforePIDelectron -> Fill(aodTrack->P()*aodTrack->Charge(),nSigma); \r
+       //end of QA-before pid\r
+       \r
+       // check only for given momentum range\r
+       if( vPt > fElectronRejectionMinPt && vPt < fElectronRejectionMaxPt ){\r
+                 \r
+         //look only at electron nsigma\r
+         if(!fElectronOnlyRejection){\r
+           \r
+           //Make the decision based on the n-sigma of electrons\r
+           if(nSigma < fElectronRejectionNSigma) continue;\r
+         }\r
+         else{\r
+           \r
+           Double_t nSigmaPions   = TMath::Abs(fPIDResponse->NumberOfSigmasTPC(aodTrack,(AliPID::EParticleType)AliPID::kPion));\r
+           Double_t nSigmaKaons   = TMath::Abs(fPIDResponse->NumberOfSigmasTPC(aodTrack,(AliPID::EParticleType)AliPID::kKaon));\r
+           Double_t nSigmaProtons = TMath::Abs(fPIDResponse->NumberOfSigmasTPC(aodTrack,(AliPID::EParticleType)AliPID::kProton));\r
+           \r
+           //Make the decision based on the n-sigma of electrons exclusively ( = track not in nsigma region for other species)\r
+           if(nSigma < fElectronRejectionNSigma\r
+              && nSigmaPions   > fElectronRejectionNSigma\r
+              && nSigmaKaons   > fElectronRejectionNSigma\r
+              && nSigmaProtons > fElectronRejectionNSigma ) continue;\r
+         }\r
+       }\r
+  \r
+       //Fill QA after the PID\r
+       fHistdEdxVsPTPCafterPIDelectron -> Fill(aodTrack->P()*aodTrack->Charge(),aodTrack->GetTPCsignal());\r
+       fHistNSigmaTPCvsPtafterPIDelectron -> Fill(aodTrack->P()*aodTrack->Charge(),nSigma); \r
+       \r
+      }\r
+      //===========================end of PID (so far only for electron rejection)===============================//\r
+      \r
+      Float_t dcaXY = aodTrack->DCA();      // this is the DCA from global track (not exactly what is cut on)\r
+      Float_t dcaZ  = aodTrack->ZAtDCA();   // this is the DCA from global track (not exactly what is cut on)\r
+            \r
       // Kinematics cuts from ESD track cuts\r
       if( vPt < fPtMin || vPt > fPtMax)      continue;\r
       if( vEta < fEtaMin || vEta > fEtaMax)  continue;\r
-\r
-      // Remove neutral tracks\r
-      if( vCharge == 0 ) continue;\r
+      \r
+      // Extra DCA cuts (for systematic studies [!= -1])\r
+      if( fDCAxyCut != -1 && fDCAzCut != -1){\r
+       if(TMath::Sqrt((dcaXY*dcaXY)/(fDCAxyCut*fDCAxyCut)+(dcaZ*dcaZ)/(fDCAzCut*fDCAzCut)) > 1 ){\r
+         continue;  // 2D cut\r
+       }\r
+      }\r
+      \r
+      // Extra TPC cuts (for systematic studies [!= -1])\r
+      if( fTPCchi2Cut != -1 && aodTrack->Chi2perNDF() > fTPCchi2Cut){\r
+       continue;\r
+      }\r
+      if( fNClustersTPCCut != -1 && aodTrack->GetTPCNcls() < fNClustersTPCCut){\r
+       continue;\r
+      }\r
 \r
       //Exclude resonances\r
       if(fExcludeResonancesInMC) {\r
        \r
-       Bool_t kExcludeParticle = kFALSE;\r
-       Int_t gMotherIndex = aodTrack->GetMother();\r
-       if(gMotherIndex != -1) {\r
-         AliAODMCParticle* motherTrack = dynamic_cast<AliAODMCParticle *>(mcEvent->GetTrack(gMotherIndex));\r
-         if(motherTrack) {\r
-           Int_t pdgCodeOfMother = motherTrack->GetPdgCode();\r
-           //if((pdgCodeOfMother == 113)||(pdgCodeOfMother == 213)||(pdgCodeOfMother == 221)||(pdgCodeOfMother == 223)||(pdgCodeOfMother == 331)||(pdgCodeOfMother == 333)) {\r
-           //if(pdgCodeOfMother == 113) {\r
-           if(pdgCodeOfMother == 113  // rho0\r
-              || pdgCodeOfMother == 213 || pdgCodeOfMother == -213 // rho+\r
-              || pdgCodeOfMother == 221  // eta\r
-              || pdgCodeOfMother == 331  // eta'\r
-              || pdgCodeOfMother == 223  // omega\r
-              || pdgCodeOfMother == 333  // phi\r
-              || pdgCodeOfMother == 311  || pdgCodeOfMother == -311 // K0\r
-              || pdgCodeOfMother == 313  || pdgCodeOfMother == -313 // K0*\r
-              || pdgCodeOfMother == 323  || pdgCodeOfMother == -323 // K+*\r
-              \r
-              ) {\r
-             kExcludeParticle = kTRUE;\r
+       Bool_t kExcludeParticle = kFALSE;\r
+\r
+       Int_t label = TMath::Abs(aodTrack->GetLabel());\r
+       AliAODMCParticle *AODmcTrack = (AliAODMCParticle*) fArrayMC->At(label);\r
+      \r
+        if (AODmcTrack){ \r
+         //if (AODmcTrack->IsPhysicalPrimary()){\r
+         \r
+         Int_t gMotherIndex = AODmcTrack->GetMother();\r
+         if(gMotherIndex != -1) {\r
+           AliAODMCParticle* motherTrack = dynamic_cast<AliAODMCParticle *>(mcEvent->GetTrack(gMotherIndex));\r
+           if(motherTrack) {\r
+             Int_t pdgCodeOfMother = motherTrack->GetPdgCode();\r
+             if(pdgCodeOfMother == 113  // rho0\r
+                || pdgCodeOfMother == 213 || pdgCodeOfMother == -213 // rho+\r
+                // || pdgCodeOfMother == 221  // eta\r
+                // || pdgCodeOfMother == 331  // eta'\r
+                // || pdgCodeOfMother == 223  // omega\r
+                // || pdgCodeOfMother == 333  // phi\r
+                || pdgCodeOfMother == 311  || pdgCodeOfMother == -311 // K0\r
+                // || pdgCodeOfMother == 313  || pdgCodeOfMother == -313 // K0*\r
+                // || pdgCodeOfMother == 323  || pdgCodeOfMother == -323 // K+*\r
+                || pdgCodeOfMother == 3122 || pdgCodeOfMother == -3122 // Lambda\r
+                || pdgCodeOfMother == 111  // pi0 Dalitz\r
+                || pdgCodeOfMother == 22   // photon\r
+                ) {\r
+               kExcludeParticle = kTRUE;\r
+             }\r
            }\r
          }\r
-       }\r
-       \r
-       //Exclude from the analysis decay products of rho0, rho+, eta, eta' and phi\r
-       if(kExcludeParticle) continue;\r
+       }       \r
+       //Exclude from the analysis decay products of rho0, rho+, eta, eta' and phi\r
+       if(kExcludeParticle) continue;\r
       }\r
 \r
+      //Exclude electrons with PDG\r
+      if(fExcludeElectronsInMC) {\r
+       \r
+       Int_t label = TMath::Abs(aodTrack->GetLabel());\r
+       AliAODMCParticle *AODmcTrack = (AliAODMCParticle*) fArrayMC->At(label);\r
+       \r
+        if (AODmcTrack){ \r
+         if(TMath::Abs(AODmcTrack->GetPdgCode()) == 11) continue;\r
+       }\r
+      }\r
+      \r
       // fill QA histograms\r
+      fHistClus->Fill(aodTrack->GetITSNcls(),aodTrack->GetTPCNcls());\r
+      fHistDCA->Fill(dcaZ,dcaXY);\r
+      fHistChi2->Fill(aodTrack->Chi2perNDF(),gCentrality);\r
       fHistPt->Fill(vPt,gCentrality);\r
       fHistEta->Fill(vEta,gCentrality);\r
       fHistRapidity->Fill(vY,gCentrality);\r
@@ -1275,12 +1828,12 @@ TObjArray* AliAnalysisTaskBFPsi::GetAcceptedTracks(AliVEvent *event, Double_t gC
       \r
       //=======================================correction\r
       Double_t correction = GetTrackbyTrackCorrectionMatrix(vEta, vPhi, vPt, vCharge, gCentrality);  \r
-      //Printf("CORRECTIONminus: %.2f | Centrality %lf",correction,gCentrality);   \r
+      //Printf("CORRECTIONminus: %.2f | Centrality %lf",correction,gCentrality);\r
       \r
       // add the track to the TObjArray\r
       tracksAccepted->Add(new AliBFBasicParticle(vEta, vPhi, vPt, vCharge, correction));  \r
-    }//aodTracks\r
-  }//MCAOD\r
+    }//track loop\r
+  }//MCAODrec\r
   //==============================================================================================================\r
 \r
   else if(gAnalysisLevel == "ESD" || gAnalysisLevel == "MCESD") { // handling of TPC only tracks different in AOD and ESD\r
@@ -1537,7 +2090,18 @@ TObjArray* AliAnalysisTaskBFPsi::GetAcceptedTracks(AliVEvent *event, Double_t gC
              if(motherParticle) {\r
                Int_t pdgCodeOfMother = motherParticle->GetPdgCode();\r
                //if((pdgCodeOfMother == 113)||(pdgCodeOfMother == 213)||(pdgCodeOfMother == 221)||(pdgCodeOfMother == 223)||(pdgCodeOfMother == 331)||(pdgCodeOfMother == 333)) {\r
-               if(pdgCodeOfMother == 113) {\r
+               if(pdgCodeOfMother == 113  // rho0\r
+                  || pdgCodeOfMother == 213 || pdgCodeOfMother == -213 // rho+\r
+                  // || pdgCodeOfMother == 221  // eta\r
+                  // || pdgCodeOfMother == 331  // eta'\r
+                  // || pdgCodeOfMother == 223  // omega\r
+                  // || pdgCodeOfMother == 333  // phi\r
+                  || pdgCodeOfMother == 311  || pdgCodeOfMother == -311 // K0\r
+                  // || pdgCodeOfMother == 313  || pdgCodeOfMother == -313 // K0*\r
+                  // || pdgCodeOfMother == 323  || pdgCodeOfMother == -323 // K+*\r
+                  || pdgCodeOfMother == 3122 || pdgCodeOfMother == -3122 // Lambda\r
+                  || pdgCodeOfMother == 111  // pi0 Dalitz\r
+                  ) {\r
                  kExcludeParticle = kTRUE;\r
                }\r
              }\r
@@ -1547,7 +2111,17 @@ TObjArray* AliAnalysisTaskBFPsi::GetAcceptedTracks(AliVEvent *event, Double_t gC
          //Exclude from the analysis decay products of rho0, rho+, eta, eta' and phi\r
          if(kExcludeParticle) continue;\r
        }\r
-       \r
+\r
+       //Exclude electrons with PDG\r
+       if(fExcludeElectronsInMC) {\r
+         \r
+         TParticle *particle = track->Particle();\r
+         \r
+         if (particle){ \r
+           if(TMath::Abs(particle->GetPdgCode()) == 11) continue;\r
+         }\r
+       }\r
+      \r
        vPhi    = track->Phi();\r
        //Printf("phi (before): %lf",vPhi);\r
        \r
@@ -1633,6 +2207,76 @@ TObjArray* AliAnalysisTaskBFPsi::GetShuffledTracks(TObjArray *tracks, Double_t g
   return tracksShuffled;\r
 }\r
 \r
+//________________________________________________________________________\r
+void  AliAnalysisTaskBFPsi::SetVZEROCalibrationFile(const char* filename,\r
+                                                   const char* lhcPeriod) {\r
+  //Function to setup the VZERO gain equalization\r
+    //============Get the equilization map============//\r
+  TFile *calibrationFile = TFile::Open(filename);\r
+  if((!calibrationFile)||(!calibrationFile->IsOpen())) {\r
+    Printf("No calibration file found!!!");\r
+    return;\r
+  }\r
+\r
+  TList *list = dynamic_cast<TList *>(calibrationFile->Get(lhcPeriod));\r
+  if(!list) {\r
+    Printf("Calibration TList not found!!!");\r
+    return;\r
+  }\r
+\r
+  fHistVZEROAGainEqualizationMap = dynamic_cast<TH1F *>(list->FindObject("gHistVZEROAGainEqualizationMap"));\r
+  if(!fHistVZEROAGainEqualizationMap) {\r
+    Printf("VZERO-A calibration object not found!!!");\r
+    return;\r
+  }\r
+  fHistVZEROCGainEqualizationMap = dynamic_cast<TH1F *>(list->FindObject("gHistVZEROCGainEqualizationMap"));\r
+  if(!fHistVZEROCGainEqualizationMap) {\r
+    Printf("VZERO-C calibration object not found!!!");\r
+    return;\r
+  }\r
+\r
+  fHistVZEROChannelGainEqualizationMap = dynamic_cast<TH2F *>(list->FindObject("gHistVZEROChannelGainEqualizationMap"));\r
+  if(!fHistVZEROChannelGainEqualizationMap) {\r
+    Printf("VZERO channel calibration object not found!!!");\r
+    return;\r
+  }\r
+}\r
+\r
+//________________________________________________________________________\r
+Double_t AliAnalysisTaskBFPsi::GetChannelEqualizationFactor(Int_t run, \r
+                                                           Int_t channel) {\r
+  //\r
+  if(!fHistVZEROAGainEqualizationMap) return 1.0;\r
+\r
+  for(Int_t iBinX = 1; iBinX <= fHistVZEROChannelGainEqualizationMap->GetNbinsX(); iBinX++) {\r
+    Int_t gRunNumber = atoi(fHistVZEROChannelGainEqualizationMap->GetXaxis()->GetBinLabel(iBinX));\r
+    if(gRunNumber == run)\r
+      return fHistVZEROChannelGainEqualizationMap->GetBinContent(iBinX,channel+1);\r
+  }\r
+\r
+  return 1.0;\r
+}\r
+\r
+//________________________________________________________________________\r
+Double_t AliAnalysisTaskBFPsi::GetEqualizationFactor(Int_t run, \r
+                                                    const char* side) {\r
+  //\r
+  if(!fHistVZEROAGainEqualizationMap) return 1.0;\r
+\r
+  TString gVZEROSide = side;\r
+  for(Int_t iBinX = 1; iBinX < fHistVZEROAGainEqualizationMap->GetNbinsX(); iBinX++) {\r
+    Int_t gRunNumber = atoi(fHistVZEROAGainEqualizationMap->GetXaxis()->GetBinLabel(iBinX));\r
+    //cout<<"Looking for run "<<run<<" - current run: "<<gRunNumber<<endl;\r
+    if(gRunNumber == run) {\r
+      if(gVZEROSide == "A") \r
+       return fHistVZEROAGainEqualizationMap->GetBinContent(iBinX);\r
+      else if(gVZEROSide == "C") \r
+       return fHistVZEROCGainEqualizationMap->GetBinContent(iBinX);\r
+    }\r
+  }\r
+\r
+  return 1.0;\r
+}\r
 \r
 //________________________________________________________________________\r
 void  AliAnalysisTaskBFPsi::FinishTaskOutput(){\r