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ZMuMu_Radiative_analyzer Class Reference
Inheritance diagram for ZMuMu_Radiative_analyzer:
edm::EDAnalyzer edm::EDConsumerBase

Public Member Functions

 ZMuMu_Radiative_analyzer (const edm::ParameterSet &pset)
 
- Public Member Functions inherited from edm::EDAnalyzer
void callWhenNewProductsRegistered (std::function< void(BranchDescription const &)> const &func)
 
 EDAnalyzer ()
 
ModuleDescription const & moduleDescription () const
 
std::string workerType () const
 
virtual ~EDAnalyzer ()
 
- Public Member Functions inherited from edm::EDConsumerBase
 EDConsumerBase ()
 
ProductHolderIndexAndSkipBit indexFrom (EDGetToken, BranchType, TypeID const &) const
 
void itemsMayGet (BranchType, std::vector< ProductHolderIndexAndSkipBit > &) const
 
void itemsToGet (BranchType, std::vector< ProductHolderIndexAndSkipBit > &) const
 
std::vector
< ProductHolderIndexAndSkipBit >
const & 
itemsToGetFromEvent () const
 
void labelsForToken (EDGetToken iToken, Labels &oLabels) const
 
bool registeredToConsume (ProductHolderIndex, bool, BranchType) const
 
bool registeredToConsumeMany (TypeID const &, BranchType) const
 
void updateLookup (BranchType iBranchType, ProductHolderIndexHelper const &)
 
virtual ~EDConsumerBase ()
 

Private Member Functions

virtual void analyze (const edm::Event &event, const edm::EventSetup &setup) override
 
virtual void endJob () override
 

Private Attributes

double dRTrk_
 
double dRVeto_
 
int evntcounter
 
bool FSR_mu
 
bool FSR_mu0
 
bool FSR_mu1
 
bool FSR_tk
 
TH1D * h_Iso_
 
TH3D * h_Iso_3D_
 
TH1D * h_Iso_FSR_
 
TH3D * h_Iso_FSR_3D_
 
TH1D * h_ProbeOk_eta_FSR
 
TH1D * h_ProbeOk_eta_no_FSR
 
TH2D * h_ProbeOk_pt_eta_FSR_
 
TH2D * h_ProbeOk_pt_eta_no_FSR_
 
TH1D * h_ProbeOk_pt_FSR
 
TH1D * h_ProbeOk_pt_no_FSR
 
TH1D * h_staProbe_eta_FSR
 
TH1D * h_staProbe_eta_no_FSR
 
TH2D * h_staProbe_pt_eta_FSR_
 
TH2D * h_staProbe_pt_eta_no_FSR_
 
TH1D * h_staProbe_pt_FSR
 
TH1D * h_staProbe_pt_no_FSR
 
TH1D * h_trackProbe_eta_FSR
 
TH1D * h_trackProbe_eta_no_FSR
 
TH1D * h_trackProbe_pt_FSR
 
TH1D * h_trackProbe_pt_no_FSR
 
TH1D * h_zmass_FSR
 
TH1D * h_zmass_no_FSR
 
TH1D * h_zMuSamass_FSR
 
TH1D * h_zMuSamass_no_FSR
 
TH1D * h_zMuTkmass_FSR
 
TH1D * h_zMuTkmass_no_FSR
 
double ptThreshold_
 
bool trig0found
 
bool trig1found
 
int zmmcounter
 
int zmscounter
 
int zmtcounter
 
edm::InputTag zMuMu_
 
edm::InputTag zMuMuMatchMap_
 
edm::InputTag zMuSa_
 
edm::InputTag zMuSaMatchMap_
 
edm::InputTag zMuTk_
 
edm::InputTag zMuTkMatchMap_
 

Additional Inherited Members

- Public Types inherited from edm::EDAnalyzer
typedef EDAnalyzer ModuleType
 
- Static Public Member Functions inherited from edm::EDAnalyzer
static const std::string & baseType ()
 
static void fillDescriptions (ConfigurationDescriptions &descriptions)
 
static void prevalidate (ConfigurationDescriptions &)
 
- Protected Member Functions inherited from edm::EDConsumerBase
template<typename ProductType , BranchType B = InEvent>
EDGetTokenT< ProductType > consumes (edm::InputTag const &tag)
 
EDGetToken consumes (const TypeToGet &id, edm::InputTag const &tag)
 
template<BranchType B>
EDGetToken consumes (TypeToGet const &id, edm::InputTag const &tag)
 
ConsumesCollector consumesCollector ()
 Use a ConsumesCollector to gather consumes information from helper functions. More...
 
template<typename ProductType , BranchType B = InEvent>
void consumesMany ()
 
void consumesMany (const TypeToGet &id)
 
template<BranchType B>
void consumesMany (const TypeToGet &id)
 
template<typename ProductType , BranchType B = InEvent>
EDGetTokenT< ProductType > mayConsume (edm::InputTag const &tag)
 
EDGetToken mayConsume (const TypeToGet &id, edm::InputTag const &tag)
 
template<BranchType B>
EDGetToken mayConsume (const TypeToGet &id, edm::InputTag const &tag)
 

Detailed Description

Definition at line 52 of file ZMuMu_radiative_analysis.cc.

Constructor & Destructor Documentation

ZMuMu_Radiative_analyzer::ZMuMu_Radiative_analyzer ( const edm::ParameterSet pset)

Definition at line 80 of file ZMuMu_radiative_analysis.cc.

References evntcounter, h_Iso_, h_Iso_3D_, h_Iso_FSR_, h_Iso_FSR_3D_, h_ProbeOk_eta_FSR, h_ProbeOk_eta_no_FSR, h_ProbeOk_pt_eta_FSR_, h_ProbeOk_pt_eta_no_FSR_, h_ProbeOk_pt_FSR, h_ProbeOk_pt_no_FSR, h_staProbe_eta_FSR, h_staProbe_eta_no_FSR, h_staProbe_pt_eta_FSR_, h_staProbe_pt_eta_no_FSR_, h_staProbe_pt_FSR, h_staProbe_pt_no_FSR, h_trackProbe_eta_FSR, h_trackProbe_eta_no_FSR, h_trackProbe_pt_FSR, h_trackProbe_pt_no_FSR, h_zmass_FSR, h_zmass_no_FSR, h_zMuSamass_FSR, h_zMuSamass_no_FSR, h_zMuTkmass_FSR, h_zMuTkmass_no_FSR, TFileService::make(), zmmcounter, zmscounter, and zmtcounter.

80  :
81  zMuMu_(pset.getParameter<InputTag>("zMuMu")),
82  zMuMuMatchMap_(pset.getParameter<InputTag>("zMuMuMatchMap")),
83  zMuTk_(pset.getParameter<InputTag>("zMuTk")),
84  zMuTkMatchMap_(pset.getParameter<InputTag>("zMuTkMatchMap")),
85  zMuSa_(pset.getParameter<InputTag>("zMuSa")),
86  zMuSaMatchMap_(pset.getParameter<InputTag>("zMuSaMatchMap")),
87  dRVeto_(pset.getUntrackedParameter<double>("veto")),
88  dRTrk_(pset.getUntrackedParameter<double>("deltaRTrk")),
89  ptThreshold_(pset.getUntrackedParameter<double>("ptThreshold")){
90  zmmcounter=0;
91  zmscounter=0;
92  zmtcounter=0;
93  evntcounter=0;
95 
96  // general histograms
97  h_zmass_FSR= fs->make<TH1D>("h_zmass_FRS","Invariant Z mass distribution",200,0,200);
98  h_zmass_no_FSR= fs->make<TH1D>("h_zmass_no_FSR","Invariant Z mass distribution",200,0,200);
99  h_zMuSamass_FSR= fs->make<TH1D>("h_zMuSamass_FRS","Invariant Z mass distribution",200,0,200);
100  h_zMuSamass_no_FSR= fs->make<TH1D>("h_zMuSamass_no_FSR","Invariant Z mass distribution",200,0,200);
101  h_zMuTkmass_FSR= fs->make<TH1D>("h_zMuTkmass_FRS","Invariant Z mass distribution",200,0,200);
102  h_zMuTkmass_no_FSR= fs->make<TH1D>("h_zMuTkmass_no_FSR","Invariant Z mass distribution",200,0,200);
103  h_Iso_= fs->make<TH1D>("h_iso","Isolation distribution of muons without FSR",100,0,20);
104  h_Iso_FSR_= fs->make<TH1D>("h_iso_FSR","Isolation distribution of muons with FSR ",100,0,20);
105  h_Iso_3D_= fs->make<TH3D>("h_iso_3D","Isolation distribution of muons without FSR",100,20,100,100,-2.0,2.0,100,0,20);
106  h_Iso_FSR_3D_= fs->make<TH3D>("h_iso_FSR_3D","Isolation distribution of muons with FSR ",100,20,100,100,-2.0,2.0,100,0,20);
107  h_staProbe_pt_eta_no_FSR_= fs->make<TH2D>("h_staProbe_pt_eta_no_FSR","Pt vs Eta StandAlone without FSR ",100,20,100,100,-2.0,2.0);
108  h_staProbe_pt_eta_FSR_= fs->make<TH2D>("h_staProbe_pt_eta_FSR","Pt vs Eta StandAlone with FSR ",100,20,100,100,-2.0,2.0);
109  h_ProbeOk_pt_eta_no_FSR_= fs->make<TH2D>("h_ProbeOk_pt_eta_no_FSR","Pt vs Eta probeOk without FSR ",100,20,100,100,-2.0,2.0);
110  h_ProbeOk_pt_eta_FSR_= fs->make<TH2D>("h_ProbeOk_pt_eta_FSR","Pt vs Eta probeOk with FSR ",100,20,100,100,-2.0,2.0);
111 
112  h_trackProbe_eta_no_FSR = fs->make<TH1D>("trackProbeEta_no_FSR","Eta of tracks",100,-2.0,2.0);
113  h_trackProbe_pt_no_FSR = fs->make<TH1D>("trackProbePt_no_FSR","Pt of tracks",100,0,100);
114  h_staProbe_eta_no_FSR = fs->make<TH1D>("standAloneProbeEta_no_FSR","Eta of standAlone",100,-2.0,2.0);
115  h_staProbe_pt_no_FSR = fs->make<TH1D>("standAloneProbePt_no_FSR","Pt of standAlone",100,0,100);
116  h_ProbeOk_eta_no_FSR = fs->make<TH1D>("probeOkEta_no_FSR","Eta of probe Ok",100,-2.0,2.0);
117  h_ProbeOk_pt_no_FSR = fs->make<TH1D>("probeOkPt_no_FSR","Pt of probe ok",100,0,100);
118 
119  h_trackProbe_eta_FSR = fs->make<TH1D>("trackProbeEta_FSR","Eta of tracks",100,-2.0,2.0);
120  h_trackProbe_pt_FSR = fs->make<TH1D>("trackProbePt_FSR","Pt of tracks",100,0,100);
121  h_staProbe_eta_FSR = fs->make<TH1D>("standAloneProbeEta_FSR","Eta of standAlone",100,-2.0,2.0);
122  h_staProbe_pt_FSR = fs->make<TH1D>("standAloneProbePt_FSR","Pt of standAlone",100,0,100);
123  h_ProbeOk_eta_FSR = fs->make<TH1D>("probeOkEta_FSR","Eta of probe Ok",100,-2.0,2.0);
124  h_ProbeOk_pt_FSR = fs->make<TH1D>("probeOkPt_FSR","Pt of probe ok",100,0,100);
125 
126 
127 
128 }
T getParameter(std::string const &) const
T getUntrackedParameter(std::string const &, T const &) const
T * make(const Args &...args) const
make new ROOT object
Definition: TFileService.h:64

Member Function Documentation

void ZMuMu_Radiative_analyzer::analyze ( const edm::Event event,
const edm::EventSetup setup 
)
overrideprivatevirtual

Implements edm::EDAnalyzer.

Definition at line 130 of file ZMuMu_radiative_analysis.cc.

References funct::abs(), gather_cfg::cout, reco::Candidate::daughter(), dRTrk_, dRVeto_, reco::LeafCandidate::eta(), evntcounter, FSR_mu, FSR_mu0, FSR_mu1, FSR_tk, pat::Lepton< LeptonType >::genLepton(), pat::PATObject< ObjectType >::genParticle(), h_Iso_, h_Iso_3D_, h_Iso_FSR_, h_Iso_FSR_3D_, h_ProbeOk_eta_FSR, h_ProbeOk_eta_no_FSR, h_ProbeOk_pt_eta_FSR_, h_ProbeOk_pt_eta_no_FSR_, h_ProbeOk_pt_FSR, h_ProbeOk_pt_no_FSR, h_staProbe_eta_FSR, h_staProbe_eta_no_FSR, h_staProbe_pt_eta_FSR_, h_staProbe_pt_eta_no_FSR_, h_staProbe_pt_FSR, h_staProbe_pt_no_FSR, h_trackProbe_eta_FSR, h_trackProbe_eta_no_FSR, h_trackProbe_pt_FSR, h_trackProbe_pt_no_FSR, h_zmass_FSR, h_zmass_no_FSR, h_zMuSamass_FSR, h_zMuSamass_no_FSR, i, reco::Candidate::isGlobalMuon(), edm::Ref< C, T, F >::isNonnull(), pat::Lepton< LeptonType >::isoDeposit(), pat::GenericParticle::isoDeposit(), j, reco::Candidate::mass(), reco::Candidate::masterClone(), reco::CompositeRefCandidateT< D >::mother(), reco::Candidate::numberOfDaughters(), reco::Candidate::pdgId(), reco::LeafCandidate::phi(), reco::LeafCandidate::pt(), ptThreshold_, reco::IsoDeposit::sumWithin(), pat::TrackIso, trig0found, trig1found, pat::PATObject< ObjectType >::triggerObjectMatchesByPath(), zmmcounter, zmscounter, zmtcounter, ZMuMuAnalysisNtupler_cff::zMuMu, zMuMu_, zMuMuMatchMap_, ZMuMuAnalysisNtupler_cff::zMuSa, zMuSa_, zMuSaMatchMap_, zMuTk_, and zMuTkMatchMap_.

130  {
131  evntcounter++;
132  Handle<CandidateView> zMuMu; //Collection of Z made by Mu global + Mu global
133  Handle<GenParticleMatch> zMuMuMatchMap; //Map of Z made by Mu global + Mu global with MC
134  event.getByLabel(zMuMu_, zMuMu);
135  Handle<CandidateView> zMuTk; //Collection of Z made by Mu global + Track
136  Handle<GenParticleMatch> zMuTkMatchMap;
137  event.getByLabel(zMuTk_, zMuTk);
138  Handle<CandidateView> zMuSa; //Collection of Z made by Mu global + Sa
139  Handle<GenParticleMatch> zMuSaMatchMap;
140  event.getByLabel(zMuSa_, zMuSa);
141  cout << "********** New Event ***********"<<endl;
142  // ZMuMu
143  if (zMuMu->size() > 0 ) {
144  event.getByLabel(zMuMuMatchMap_, zMuMuMatchMap);
145  for(unsigned int i = 0; i < zMuMu->size(); ++i) { //loop on candidates
146 
147  const Candidate & zMuMuCand = (*zMuMu)[i]; //the candidate
148  CandidateBaseRef zMuMuCandRef = zMuMu->refAt(i);
149 
150 
151  CandidateBaseRef dau0 = zMuMuCand.daughter(0)->masterClone();
152  CandidateBaseRef dau1 = zMuMuCand.daughter(1)->masterClone();
153  const pat::Muon& mu0 = dynamic_cast<const pat::Muon&>(*dau0);//cast in patMuon
154  const pat::Muon& mu1 = dynamic_cast<const pat::Muon&>(*dau1);
155 
156  double zmass= zMuMuCand.mass();
157  double pt0 = mu0.pt();
158  double pt1 = mu1.pt();
159  double eta0 = mu0.eta();
160  double eta1 = mu1.eta();
161  if(pt0>20 && pt1 > 20 && abs(eta0)<2 && abs(eta1)<2 && zmass > 20 && zmass < 200){
162  GenParticleRef zMuMuMatch = (*zMuMuMatchMap)[zMuMuCandRef];
163  if(zMuMuMatch.isNonnull()) { // ZMuMu matched
164  zmmcounter++;
165  cout<<" Zmumu cuts && matched" <<endl;
166  FSR_mu0 = false;
167  FSR_mu1 = false;
168 
169  //Isodeposit
170  const pat::IsoDeposit * mu0TrackIso =mu0.isoDeposit(pat::TrackIso);
171  const pat::IsoDeposit * mu1TrackIso =mu1.isoDeposit(pat::TrackIso);
172  Direction mu0Dir = Direction(mu0.eta(),mu0.phi());
173  Direction mu1Dir = Direction(mu1.eta(),mu1.phi());
174 
175  reco::IsoDeposit::AbsVetos vetos_mu0;
176  vetos_mu0.push_back(new ConeVeto( mu0Dir, dRVeto_ ));
177  vetos_mu0.push_back(new ThresholdVeto( ptThreshold_ ));
178 
179  reco::IsoDeposit::AbsVetos vetos_mu1;
180  vetos_mu1.push_back(new ConeVeto( mu1Dir, dRVeto_ ));
181  vetos_mu1.push_back(new ThresholdVeto( ptThreshold_ ));
182 
183  double Tracker_isovalue_mu0 = mu0TrackIso->sumWithin(dRTrk_,vetos_mu0);
184  double Tracker_isovalue_mu1 = mu1TrackIso->sumWithin(dRTrk_,vetos_mu1);
185 
186  //trigger study
187  trig0found = false;
188  trig1found = false;
189  const pat::TriggerObjectStandAloneCollection mu0HLTMatches =
190  mu0.triggerObjectMatchesByPath( "HLT_Mu9" );
191  const pat::TriggerObjectStandAloneCollection mu1HLTMatches =
192  mu1.triggerObjectMatchesByPath( "HLT_Mu9" );
193  if( mu0HLTMatches.size()>0 )
194  trig0found = true;
195  if( mu1HLTMatches.size()>0 )
196  trig1found = true;
197 
198  //MonteCarlo Study
199  const reco::GenParticle * muMc0 = mu0.genLepton();
200  const reco::GenParticle * muMc1 = mu1.genLepton();
201  const Candidate * motherMu0 = muMc0->mother();
202  int num_dau_muon0 = motherMu0->numberOfDaughters();
203  const Candidate * motherMu1 = muMc1->mother();
204  int num_dau_muon1 = motherMu1->numberOfDaughters();
205  cout<<" muone0"<<endl;
206  cout<<" num di daughters = "<< num_dau_muon0 <<endl;
207  if( num_dau_muon0 > 1 ){
208  for(int j = 0; j < num_dau_muon0; ++j){
209  int id =motherMu0 ->daughter(j)->pdgId();
210  cout<<" dauther["<<j<<"] pdgId = "<<id<<endl;
211  if(id == 22) FSR_mu0=true;
212  }
213  }//end check of gamma
214 
215  cout<<" muone1"<<endl;
216  cout<<" num di daughters = "<< num_dau_muon1 <<endl;
217  if( num_dau_muon1 > 1 ){
218  for(int j = 0; j < num_dau_muon1; ++j){
219  int id = motherMu1->daughter(j)->pdgId();
220  cout<<" dauther["<<j<<"] pdgId = "<<id<<endl;
221  if(id == 22) FSR_mu1=true;
222  }
223  }//end check of gamma
224 
225  if(FSR_mu0 || FSR_mu1 )h_zmass_FSR->Fill(zmass);
226  else h_zmass_no_FSR->Fill(zmass);
227 
228  if (trig1found) { // check efficiency of muon0 not imposing the trigger on it
229  cout<<"muon 1 is triggered "<<endl;
230  if(FSR_mu0){
231  cout<< "and muon 0 does FSR"<<endl;
232  h_trackProbe_eta_FSR->Fill(eta0);
233  h_trackProbe_pt_FSR->Fill(pt0);
234  h_staProbe_eta_FSR->Fill(eta0);
235  h_staProbe_pt_FSR->Fill(pt0);
236  h_staProbe_pt_eta_FSR_->Fill(pt0,eta0);
237  h_ProbeOk_eta_FSR->Fill(eta0);
238  h_ProbeOk_pt_FSR->Fill(pt0);
239  h_ProbeOk_pt_eta_FSR_->Fill(pt0,eta0);
240  }else{
241  cout<<"and muon 0 doesn't FSR"<<endl;
242  h_trackProbe_eta_no_FSR->Fill(eta0);
243  h_trackProbe_pt_no_FSR->Fill(pt0);
244  h_staProbe_eta_no_FSR->Fill(eta0);
245  h_staProbe_pt_no_FSR->Fill(pt0);
246  h_staProbe_pt_eta_no_FSR_->Fill(pt0,eta0);
247  h_ProbeOk_eta_no_FSR->Fill(eta0);
248  h_ProbeOk_pt_no_FSR->Fill(pt0);
249  h_ProbeOk_pt_eta_no_FSR_->Fill(pt0,eta0);
250  }
251  if(FSR_mu0){
252  h_Iso_FSR_->Fill(Tracker_isovalue_mu0);
253  h_Iso_FSR_3D_->Fill(pt0,eta0,Tracker_isovalue_mu0);
254  }
255  else{
256  h_Iso_->Fill(Tracker_isovalue_mu0);
257  h_Iso_3D_->Fill(pt0,eta0,Tracker_isovalue_mu0);
258  }
259  }
260  if (trig0found) { // check efficiency of muon1 not imposing the trigger on it
261  cout<<"muon 0 is triggered"<<endl;
262  if(FSR_mu1){
263  cout<<"and muon 1 does FSR"<<endl;
264  h_trackProbe_eta_FSR->Fill(eta1);
265  h_staProbe_eta_FSR->Fill(eta1);
266  h_trackProbe_pt_FSR->Fill(pt1);
267  h_staProbe_pt_FSR->Fill(pt1);
268  h_ProbeOk_eta_FSR->Fill(eta1);
269  h_ProbeOk_pt_FSR->Fill(pt1);
270  h_staProbe_pt_eta_FSR_->Fill(pt1,eta1);
271  h_ProbeOk_pt_eta_FSR_->Fill(pt1,eta1);
272 
273  }else{
274  cout<<"and muon 1 doesn't FSR"<<endl;
275  h_trackProbe_eta_no_FSR->Fill(eta1);
276  h_staProbe_eta_no_FSR->Fill(eta1);
277  h_trackProbe_pt_no_FSR->Fill(pt1);
278  h_staProbe_pt_no_FSR->Fill(pt1);
279  h_ProbeOk_eta_no_FSR->Fill(eta1);
280  h_ProbeOk_pt_no_FSR->Fill(pt1);
281  h_staProbe_pt_eta_no_FSR_->Fill(pt1,eta1);
282  h_ProbeOk_pt_eta_no_FSR_->Fill(pt1,eta1);
283 
284 
285  }
286  if(FSR_mu1){
287  h_Iso_FSR_->Fill(Tracker_isovalue_mu1);
288  h_Iso_FSR_3D_->Fill(pt1,eta1,Tracker_isovalue_mu1);
289  }else{
290  h_Iso_->Fill(Tracker_isovalue_mu1);
291  h_Iso_3D_->Fill(pt1,eta1,Tracker_isovalue_mu1);
292  }
293  }
294  }// end MC match
295  }//end of cuts
296  }// end loop on ZMuMu cand
297  }// end if ZMuMu size > 0
298 
299  // ZMuSa
300  if (zMuSa->size() > 0 ) {
301  event.getByLabel(zMuSaMatchMap_, zMuSaMatchMap);
302  for(unsigned int i = 0; i < zMuSa->size(); ++i) { //loop on candidates
303 
304  const Candidate & zMuSaCand = (*zMuSa)[i]; //the candidate
305  CandidateBaseRef zMuSaCandRef = zMuSa->refAt(i);
306  const Candidate * lep0 =zMuSaCand.daughter(0);
307  const Candidate * lep1 =zMuSaCand.daughter(1);
308  CandidateBaseRef dau0 = lep0->masterClone();
309  CandidateBaseRef dau1 = lep1->masterClone();
310  const pat::Muon& mu0 = dynamic_cast<const pat::Muon&>(*dau0);//cast in patMuon
311  const pat::Muon& mu1 = dynamic_cast<const pat::Muon&>(*dau1);
312 
313  double zmass= zMuSaCand.mass();
314  double pt0 = mu0.pt();
315  double pt1 = mu1.pt();
316  double eta0 = mu0.eta();
317  double eta1 = mu1.eta();
318  if(pt0>20 && pt1 > 20 && abs(eta0)<2 && abs(eta1)<2 && zmass > 20 && zmass < 200){
319  GenParticleRef zMuSaMatch = (*zMuSaMatchMap)[zMuSaCandRef];
320  if(zMuSaMatch.isNonnull()) { // ZMuSa matched
321  cout<<" Zmusa cuts && matched" <<endl;
322  FSR_mu0 = false;
323  FSR_mu1 = false;
324  zmscounter++;
325  //Isodeposit
326  const pat::IsoDeposit * mu0TrackIso =mu0.isoDeposit(pat::TrackIso);
327  const pat::IsoDeposit * mu1TrackIso =mu1.isoDeposit(pat::TrackIso);
328  Direction mu0Dir = Direction(mu0.eta(),mu0.phi());
329  Direction mu1Dir = Direction(mu1.eta(),mu1.phi());
330 
331  reco::IsoDeposit::AbsVetos vetos_mu0;
332  vetos_mu0.push_back(new ConeVeto( mu0Dir, dRVeto_ ));
333  vetos_mu0.push_back(new ThresholdVeto( ptThreshold_ ));
334 
335  reco::IsoDeposit::AbsVetos vetos_mu1;
336  vetos_mu1.push_back(new ConeVeto( mu1Dir, dRVeto_ ));
337  vetos_mu1.push_back(new ThresholdVeto( ptThreshold_ ));
338 
339  double Tracker_isovalue_mu0 = mu0TrackIso->sumWithin(dRTrk_,vetos_mu0);
340  double Tracker_isovalue_mu1 = mu1TrackIso->sumWithin(dRTrk_,vetos_mu1);
341 
342  // HLT match (check just dau0 the global)
343  const pat::TriggerObjectStandAloneCollection mu0HLTMatches =
344  mu0.triggerObjectMatchesByPath( "HLT_Mu9" );
345  const pat::TriggerObjectStandAloneCollection mu1HLTMatches =
346  mu1.triggerObjectMatchesByPath( "HLT_Mu9" );
347  trig0found = false;
348  trig1found = false;
349  if( mu0HLTMatches.size()>0 )
350  trig0found = true;
351  if( mu1HLTMatches.size()>0 )
352  trig1found = true;
353 
354  //MonteCarlo Study
355  const reco::GenParticle * muMc0 = mu0.genLepton();
356  const reco::GenParticle * muMc1 = mu1.genLepton();
357  const Candidate * motherMu0 = muMc0->mother();
358  const Candidate * motherMu1 = muMc1->mother();
359  int num_dau_muon0 = motherMu0->numberOfDaughters();
360  int num_dau_muon1 = motherMu1->numberOfDaughters();
361  cout<<" muone0"<<endl;
362  cout<<" num di daughters = "<< num_dau_muon0 <<endl;
363  if( num_dau_muon0 > 1 ){
364  for(int j = 0; j < num_dau_muon0; ++j){
365  int id =motherMu0 ->daughter(j)->pdgId();
366  cout<<" dauther["<<j<<"] pdgId = "<<id<<endl;
367  if(id == 22) FSR_mu0=true;
368  }
369  }//end check of gamma
370 
371  cout<<" muone1"<<endl;
372  cout<<" num di daughters = "<< num_dau_muon1 <<endl;
373  if( num_dau_muon1 > 1 ){
374  for(int j = 0; j < num_dau_muon1; ++j){
375  int id = motherMu1->daughter(j)->pdgId();
376  cout<<" dauther["<<j<<"] pdgId = "<<id<<endl;
377  if(id == 22) FSR_mu1=true;
378  }
379  }//end check of gamma
380  if(FSR_mu0 || FSR_mu1 )h_zMuSamass_FSR->Fill(zmass);
381  else h_zMuSamass_no_FSR->Fill(zmass);
382  if(lep0->isGlobalMuon() && trig0found){
383  if(FSR_mu1){
384  h_staProbe_eta_FSR->Fill(eta1);
385  h_staProbe_pt_FSR->Fill(pt1);
386  h_staProbe_pt_eta_FSR_->Fill(pt1,eta1);
387 
388  }else{
389  h_staProbe_eta_no_FSR->Fill(eta1);
390  h_staProbe_pt_no_FSR->Fill(pt1);
391  h_staProbe_pt_eta_no_FSR_->Fill(pt1,eta1);
392 
393  }
394  if(FSR_mu1){
395  h_Iso_FSR_->Fill(Tracker_isovalue_mu1);
396  h_Iso_FSR_3D_->Fill(pt1,eta1,Tracker_isovalue_mu1);
397  }
398  else{
399  h_Iso_->Fill(Tracker_isovalue_mu1);
400  h_Iso_3D_->Fill(pt1,eta1,Tracker_isovalue_mu1);
401  }
402  }
403  if(lep1->isGlobalMuon() && trig1found){
404  if(FSR_mu0){
405  h_staProbe_eta_FSR->Fill(eta0);
406  h_staProbe_pt_FSR->Fill(pt0);
407  h_staProbe_pt_eta_FSR_->Fill(pt0,eta0);
408 
409  }else{
410  h_staProbe_eta_no_FSR->Fill(eta0);
411  h_staProbe_pt_no_FSR->Fill(pt0);
412  h_staProbe_pt_eta_FSR_->Fill(pt0,eta0);
413 
414  }
415  if(FSR_mu0){
416  h_Iso_FSR_->Fill(Tracker_isovalue_mu0);
417  h_Iso_FSR_3D_->Fill(pt0,eta0,Tracker_isovalue_mu0);
418  }
419  else{
420  h_Iso_->Fill(Tracker_isovalue_mu0);
421  h_Iso_3D_->Fill(pt0,eta0,Tracker_isovalue_mu0);
422  }
423  }
424  }// end MC match
425  }//end of cuts
426  }// end loop on ZMuSa cand
427  }// end if ZMuSa size > 0
428 
429  //ZMuTk
430  if (zMuTk->size() > 0 ) {
431  event.getByLabel(zMuTkMatchMap_, zMuTkMatchMap);
432  for(unsigned int i = 0; i < zMuTk->size(); ++i) { //loop on candidates
433  const Candidate & zMuTkCand = (*zMuTk)[i]; //the candidate
434  CandidateBaseRef zMuTkCandRef = zMuTk->refAt(i);
435  CandidateBaseRef dau0 = zMuTkCand.daughter(0)->masterClone();
436  CandidateBaseRef dau1 = zMuTkCand.daughter(1)->masterClone();
437  const pat::Muon& mu0 = dynamic_cast<const pat::Muon&>(*dau0);//cast in patMuon
438  const pat::GenericParticle& mu1 = dynamic_cast<const pat::GenericParticle &>(*dau1);
439 
440 
441  double zmass= zMuTkCand.mass();
442  double pt0 = mu0.pt();
443  double pt1 = mu1.pt();
444  double eta0 = mu0.eta();
445  double eta1 = mu1.eta();
446  if(pt0>20 && pt1 > 20 && abs(eta0)<2 && abs(eta1)<2 && zmass > 20 && zmass < 200){//kinematical cuts
447  GenParticleRef zMuTkMatch = (*zMuTkMatchMap)[zMuTkCandRef];
448  if(zMuTkMatch.isNonnull()) { // ZMuTk matched
449  FSR_mu = false;
450  FSR_tk = false;
451  cout<<" ZmuTk cuts && matched"<<endl;
452  zmtcounter++;
453  //Isodeposit
454  const pat::IsoDeposit * muTrackIso =mu0.isoDeposit(pat::TrackIso);
455  const pat::IsoDeposit * tkTrackIso =mu1.isoDeposit(pat::TrackIso);
456  Direction muDir = Direction(mu0.eta(),mu0.phi());
457  Direction tkDir = Direction(mu1.eta(),mu1.phi());
458 
459  IsoDeposit::AbsVetos vetos_mu;
460  vetos_mu.push_back(new ConeVeto( muDir, dRVeto_ ));
461  vetos_mu.push_back(new ThresholdVeto( ptThreshold_ ));
462 
464  vetos_tk.push_back(new ConeVeto( tkDir, dRVeto_ ));
465  vetos_tk.push_back(new ThresholdVeto( ptThreshold_ ));
466 
467  double Tracker_isovalue_mu = muTrackIso->sumWithin(dRTrk_,vetos_mu);
468  double Tracker_isovalue_tk = tkTrackIso->sumWithin(dRTrk_,vetos_tk);
469 
470  //MonteCarlo Study
471  const reco::GenParticle * muMc0 = mu0.genLepton();
472  const reco::GenParticle * muMc1 = mu1.genParticle() ;
473  const Candidate * motherMu0 = muMc0->mother();
474  const Candidate * motherMu1 = muMc1->mother();
475  int num_dau_muon0 = motherMu0->numberOfDaughters();
476  int num_dau_muon1 = motherMu1->numberOfDaughters();
477  cout<<"numero di figli muone0 = " << num_dau_muon0 <<endl;
478  cout<<"numero di figli muone1 = " << num_dau_muon1 <<endl;
479 
480  cout<<" muon"<<endl;
481  cout<<" num di daughters = "<< num_dau_muon0 <<endl;
482  if( num_dau_muon0 > 1 ){
483  for(int j = 0; j < num_dau_muon0; ++j){
484  int id = motherMu0->daughter(j)->pdgId();
485  cout<<" dau["<<j<<"] pdg ID = "<<id<<endl;
486  if(id == 22) {
487  FSR_mu=true;
488  }
489  }
490  }//end check of gamma
491  else cout<<" dau[0] pdg ID = "<<motherMu0->daughter(0)->pdgId()<<endl;
492  cout<<" traccia"<<endl;
493  cout<<" num di daughters = "<< num_dau_muon1 <<endl;
494  if( num_dau_muon1 > 1 ){
495  for(int j = 0; j < num_dau_muon1; ++j){
496  int id = motherMu1->daughter(j)->pdgId();
497  cout<<" dau["<<j<<"] pdg ID = "<<id<<endl;
498  if(id == 22) {
499  FSR_tk=true;
500  }
501  }
502  }//end check of gamma
503  else cout<<" dau[0] pdg ID = "<<motherMu1->daughter(0)->pdgId()<<endl;
504  cout<<"Mu Isolation = "<< Tracker_isovalue_mu <<endl;
505  cout<<"Track Isolation = "<< Tracker_isovalue_tk <<endl;
506  if(FSR_mu){
507  h_Iso_FSR_->Fill(Tracker_isovalue_mu);
508  h_Iso_FSR_3D_->Fill(pt0,eta0,Tracker_isovalue_mu);
509  }
510  else{
511  h_Iso_->Fill( Tracker_isovalue_mu);
512  h_Iso_3D_->Fill(pt0,eta0,Tracker_isovalue_mu);
513 
514  }
515  if(FSR_tk){
516  h_Iso_FSR_->Fill(Tracker_isovalue_tk);
517  h_Iso_FSR_3D_->Fill(pt1,eta1,Tracker_isovalue_tk);
518  h_trackProbe_eta_FSR->Fill(eta1);
519  h_trackProbe_pt_FSR->Fill(pt1);
520  }
521  else{
522  h_Iso_->Fill( Tracker_isovalue_tk);
523  h_Iso_3D_->Fill(pt1,eta1,Tracker_isovalue_tk);
524  h_trackProbe_eta_no_FSR->Fill(eta1);
525  h_trackProbe_pt_no_FSR->Fill(pt1);
526  }
527  }// end MC match
528  }//end Kine-cuts
529  }// end loop on ZMuTk cand
530  }// end if ZMuTk size > 0
531 }// end analyze
int i
Definition: DBlmapReader.cc:9
virtual const Candidate * daughter(size_type i) const =0
return daughter at a given position, i = 0, ... numberOfDaughters() - 1 (read only mode) ...
const reco::GenParticle * genLepton() const
Definition: Lepton.h:42
virtual float mass() const =0
mass
const reco::GenParticle * genParticle(size_t idx=0) const
Definition: PATObject.h:232
const IsoDeposit * isoDeposit(IsolationKeys key) const
Returns the IsoDeposit associated with some key, or a null pointer if it is not available.
std::vector< TriggerObjectStandAlone > TriggerObjectStandAloneCollection
Collection of TriggerObjectStandAlone.
const IsoDeposit * isoDeposit(IsolationKeys key) const
Returns the IsoDeposit associated with some key, or a null pointer if it is not available.
Definition: Lepton.h:165
double sumWithin(double coneSize, const AbsVetos &vetos=AbsVetos(), bool skipDepositVeto=false) const
Definition: IsoDeposit.cc:138
bool isNonnull() const
Checks for non-null.
Definition: Ref.h:250
Analysis-level Generic Particle class (e.g. for hadron or muon not fully reconstructed) ...
virtual size_type numberOfDaughters() const =0
number of daughters
virtual float phi() const GCC11_FINAL
momentum azimuthal angle
tuple zMuSa
zMUSa vector of PSet is specific for zMuSa category
Abs< T >::type abs(const T &t)
Definition: Abs.h:22
int j
Definition: DBlmapReader.cc:9
const TriggerObjectStandAloneCollection triggerObjectMatchesByPath(const std::string &namePath, const bool pathLastFilterAccepted=false, const bool pathL3FilterAccepted=true) const
Definition: PATObject.h:592
virtual float eta() const GCC11_FINAL
momentum pseudorapidity
virtual int pdgId() const =0
PDG identifier.
std::vector< AbsVeto * > AbsVetos
Definition: IsoDeposit.h:40
tuple cout
Definition: gather_cfg.py:121
isodeposit::AbsVetos AbsVetos
Definition: IsoDeposit.h:51
virtual float pt() const GCC11_FINAL
transverse momentum
Analysis-level muon class.
Definition: Muon.h:49
virtual const Candidate * mother(size_type=0) const
return mother at a given position, i = 0, ... numberOfMothers() - 1 (read only mode) ...
tuple zMuMu
zMuMu vector of PSet is common to all categories except zMuTrk category
virtual bool isGlobalMuon() const =0
virtual const CandidateBaseRef & masterClone() const =0
void ZMuMu_Radiative_analyzer::endJob ( void  )
overrideprivatevirtual

Reimplemented from edm::EDAnalyzer.

Definition at line 535 of file ZMuMu_radiative_analysis.cc.

References gather_cfg::cout, evntcounter, h_Iso_, h_Iso_FSR_, mathSSE::sqrt(), zmmcounter, zmscounter, and zmtcounter.

535  {
536  cout<<" ============= Summary =========="<<endl;
537  cout <<" Numero di eventi "<< evntcounter << endl;
538  cout <<" 1)Numero di ZMuMu matched dopo i tagli cinematici = "<< zmmcounter << endl;
539  cout <<" 2)Numero di ZMuSa matched dopo i tagli cinematici = "<< zmscounter << endl;
540  cout <<" 3)Numero di ZMuTk matched dopo i tagli cinematici = "<< zmtcounter << endl;
541  double n1= h_Iso_FSR_->Integral();
542  double icut1= h_Iso_FSR_->Integral(0,15);
543  double eff_iso_FSR = (double)icut1/(double)n1;
544  double err_iso_FSR = sqrt(eff_iso_FSR*(1-eff_iso_FSR)/n1);
545  double n2= h_Iso_->Integral();
546  double icut2= h_Iso_->Integral(0,15);
547  double eff_iso= (double)icut2/(double)n2;
548  double err_iso = sqrt(eff_iso*(1-eff_iso)/n2);
549  cout<<" ============= Isolation Efficiecy =========="<<endl;
550  cout<<"Isolation Efficiency = "<< eff_iso <<" +/- "<< err_iso <<endl;
551  cout<<"Isolation Efficiency with FSR = "<< eff_iso_FSR <<" +/- "<< err_iso_FSR <<endl;
552 
553  }
T sqrt(T t)
Definition: SSEVec.h:48
tuple cout
Definition: gather_cfg.py:121

Member Data Documentation

double ZMuMu_Radiative_analyzer::dRTrk_
private

Definition at line 60 of file ZMuMu_radiative_analysis.cc.

Referenced by analyze().

double ZMuMu_Radiative_analyzer::dRVeto_
private

Definition at line 60 of file ZMuMu_radiative_analysis.cc.

Referenced by analyze().

int ZMuMu_Radiative_analyzer::evntcounter
private

Definition at line 74 of file ZMuMu_radiative_analysis.cc.

Referenced by analyze(), endJob(), and ZMuMu_Radiative_analyzer().

bool ZMuMu_Radiative_analyzer::FSR_mu
private

Definition at line 71 of file ZMuMu_radiative_analysis.cc.

Referenced by analyze().

bool ZMuMu_Radiative_analyzer::FSR_mu0
private

Definition at line 71 of file ZMuMu_radiative_analysis.cc.

Referenced by analyze().

bool ZMuMu_Radiative_analyzer::FSR_mu1
private

Definition at line 71 of file ZMuMu_radiative_analysis.cc.

Referenced by analyze().

bool ZMuMu_Radiative_analyzer::FSR_tk
private

Definition at line 71 of file ZMuMu_radiative_analysis.cc.

Referenced by analyze().

TH1D* ZMuMu_Radiative_analyzer::h_Iso_
private

Definition at line 65 of file ZMuMu_radiative_analysis.cc.

Referenced by analyze(), endJob(), and ZMuMu_Radiative_analyzer().

TH3D* ZMuMu_Radiative_analyzer::h_Iso_3D_
private

Definition at line 66 of file ZMuMu_radiative_analysis.cc.

Referenced by analyze(), and ZMuMu_Radiative_analyzer().

TH1D * ZMuMu_Radiative_analyzer::h_Iso_FSR_
private

Definition at line 65 of file ZMuMu_radiative_analysis.cc.

Referenced by analyze(), endJob(), and ZMuMu_Radiative_analyzer().

TH3D * ZMuMu_Radiative_analyzer::h_Iso_FSR_3D_
private

Definition at line 66 of file ZMuMu_radiative_analysis.cc.

Referenced by analyze(), and ZMuMu_Radiative_analyzer().

TH1D * ZMuMu_Radiative_analyzer::h_ProbeOk_eta_FSR
private

Definition at line 69 of file ZMuMu_radiative_analysis.cc.

Referenced by analyze(), and ZMuMu_Radiative_analyzer().

TH1D * ZMuMu_Radiative_analyzer::h_ProbeOk_eta_no_FSR
private

Definition at line 68 of file ZMuMu_radiative_analysis.cc.

Referenced by analyze(), and ZMuMu_Radiative_analyzer().

TH2D * ZMuMu_Radiative_analyzer::h_ProbeOk_pt_eta_FSR_
private

Definition at line 67 of file ZMuMu_radiative_analysis.cc.

Referenced by analyze(), and ZMuMu_Radiative_analyzer().

TH2D * ZMuMu_Radiative_analyzer::h_ProbeOk_pt_eta_no_FSR_
private

Definition at line 67 of file ZMuMu_radiative_analysis.cc.

Referenced by analyze(), and ZMuMu_Radiative_analyzer().

TH1D * ZMuMu_Radiative_analyzer::h_ProbeOk_pt_FSR
private

Definition at line 69 of file ZMuMu_radiative_analysis.cc.

Referenced by analyze(), and ZMuMu_Radiative_analyzer().

TH1D * ZMuMu_Radiative_analyzer::h_ProbeOk_pt_no_FSR
private

Definition at line 68 of file ZMuMu_radiative_analysis.cc.

Referenced by analyze(), and ZMuMu_Radiative_analyzer().

TH1D * ZMuMu_Radiative_analyzer::h_staProbe_eta_FSR
private

Definition at line 69 of file ZMuMu_radiative_analysis.cc.

Referenced by analyze(), and ZMuMu_Radiative_analyzer().

TH1D * ZMuMu_Radiative_analyzer::h_staProbe_eta_no_FSR
private

Definition at line 68 of file ZMuMu_radiative_analysis.cc.

Referenced by analyze(), and ZMuMu_Radiative_analyzer().

TH2D * ZMuMu_Radiative_analyzer::h_staProbe_pt_eta_FSR_
private

Definition at line 67 of file ZMuMu_radiative_analysis.cc.

Referenced by analyze(), and ZMuMu_Radiative_analyzer().

TH2D* ZMuMu_Radiative_analyzer::h_staProbe_pt_eta_no_FSR_
private

Definition at line 67 of file ZMuMu_radiative_analysis.cc.

Referenced by analyze(), and ZMuMu_Radiative_analyzer().

TH1D * ZMuMu_Radiative_analyzer::h_staProbe_pt_FSR
private

Definition at line 69 of file ZMuMu_radiative_analysis.cc.

Referenced by analyze(), and ZMuMu_Radiative_analyzer().

TH1D * ZMuMu_Radiative_analyzer::h_staProbe_pt_no_FSR
private

Definition at line 68 of file ZMuMu_radiative_analysis.cc.

Referenced by analyze(), and ZMuMu_Radiative_analyzer().

TH1D* ZMuMu_Radiative_analyzer::h_trackProbe_eta_FSR
private

Definition at line 69 of file ZMuMu_radiative_analysis.cc.

Referenced by analyze(), and ZMuMu_Radiative_analyzer().

TH1D* ZMuMu_Radiative_analyzer::h_trackProbe_eta_no_FSR
private

Definition at line 68 of file ZMuMu_radiative_analysis.cc.

Referenced by analyze(), and ZMuMu_Radiative_analyzer().

TH1D * ZMuMu_Radiative_analyzer::h_trackProbe_pt_FSR
private

Definition at line 69 of file ZMuMu_radiative_analysis.cc.

Referenced by analyze(), and ZMuMu_Radiative_analyzer().

TH1D * ZMuMu_Radiative_analyzer::h_trackProbe_pt_no_FSR
private

Definition at line 68 of file ZMuMu_radiative_analysis.cc.

Referenced by analyze(), and ZMuMu_Radiative_analyzer().

TH1D* ZMuMu_Radiative_analyzer::h_zmass_FSR
private

Definition at line 62 of file ZMuMu_radiative_analysis.cc.

Referenced by analyze(), and ZMuMu_Radiative_analyzer().

TH1D * ZMuMu_Radiative_analyzer::h_zmass_no_FSR
private

Definition at line 62 of file ZMuMu_radiative_analysis.cc.

Referenced by analyze(), and ZMuMu_Radiative_analyzer().

TH1D* ZMuMu_Radiative_analyzer::h_zMuSamass_FSR
private

Definition at line 63 of file ZMuMu_radiative_analysis.cc.

Referenced by analyze(), and ZMuMu_Radiative_analyzer().

TH1D * ZMuMu_Radiative_analyzer::h_zMuSamass_no_FSR
private

Definition at line 63 of file ZMuMu_radiative_analysis.cc.

Referenced by analyze(), and ZMuMu_Radiative_analyzer().

TH1D* ZMuMu_Radiative_analyzer::h_zMuTkmass_FSR
private

Definition at line 64 of file ZMuMu_radiative_analysis.cc.

Referenced by ZMuMu_Radiative_analyzer().

TH1D * ZMuMu_Radiative_analyzer::h_zMuTkmass_no_FSR
private

Definition at line 64 of file ZMuMu_radiative_analysis.cc.

Referenced by ZMuMu_Radiative_analyzer().

double ZMuMu_Radiative_analyzer::ptThreshold_
private

Definition at line 60 of file ZMuMu_radiative_analysis.cc.

Referenced by analyze().

bool ZMuMu_Radiative_analyzer::trig0found
private

Definition at line 72 of file ZMuMu_radiative_analysis.cc.

Referenced by analyze().

bool ZMuMu_Radiative_analyzer::trig1found
private

Definition at line 72 of file ZMuMu_radiative_analysis.cc.

Referenced by analyze().

int ZMuMu_Radiative_analyzer::zmmcounter
private

Definition at line 74 of file ZMuMu_radiative_analysis.cc.

Referenced by analyze(), endJob(), and ZMuMu_Radiative_analyzer().

int ZMuMu_Radiative_analyzer::zmscounter
private

Definition at line 74 of file ZMuMu_radiative_analysis.cc.

Referenced by analyze(), endJob(), and ZMuMu_Radiative_analyzer().

int ZMuMu_Radiative_analyzer::zmtcounter
private

Definition at line 74 of file ZMuMu_radiative_analysis.cc.

Referenced by analyze(), endJob(), and ZMuMu_Radiative_analyzer().

edm::InputTag ZMuMu_Radiative_analyzer::zMuMu_
private

Definition at line 59 of file ZMuMu_radiative_analysis.cc.

Referenced by analyze().

edm::InputTag ZMuMu_Radiative_analyzer::zMuMuMatchMap_
private

Definition at line 59 of file ZMuMu_radiative_analysis.cc.

Referenced by analyze().

edm::InputTag ZMuMu_Radiative_analyzer::zMuSa_
private

Definition at line 59 of file ZMuMu_radiative_analysis.cc.

Referenced by analyze().

edm::InputTag ZMuMu_Radiative_analyzer::zMuSaMatchMap_
private

Definition at line 59 of file ZMuMu_radiative_analysis.cc.

Referenced by analyze().

edm::InputTag ZMuMu_Radiative_analyzer::zMuTk_
private

Definition at line 59 of file ZMuMu_radiative_analysis.cc.

Referenced by analyze().

edm::InputTag ZMuMu_Radiative_analyzer::zMuTkMatchMap_
private

Definition at line 59 of file ZMuMu_radiative_analysis.cc.

Referenced by analyze().