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// $Id: MuonIDMod.cc,v 1.66 2012/01/27 11:48:26 sixie Exp $
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#include "MitPhysics/Mods/interface/MuonIDMod.h"
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#include "MitCommon/MathTools/interface/MathUtils.h"
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#include "MitAna/DataTree/interface/MuonFwd.h"
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#include "MitAna/DataTree/interface/ElectronFwd.h"
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#include "MitAna/DataTree/interface/VertexCol.h"
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#include "MitPhysics/Init/interface/ModNames.h"
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using namespace mithep;
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ClassImp(mithep::MuonIDMod)
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//--------------------------------------------------------------------------------------------------
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MuonIDMod::MuonIDMod(const char *name, const char *title) :
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BaseMod(name,title),
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fPrintMVADebugInfo(kFALSE),
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fMuonBranchName(Names::gkMuonBrn),
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fCleanMuonsName(ModNames::gkCleanMuonsName),
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fNonIsolatedMuonsName("random"),
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fNonIsolatedElectronsName("random"),
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fVertexName(ModNames::gkGoodVertexesName),
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fBeamSpotName(Names::gkBeamSpotBrn),
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fTrackName(Names::gkTrackBrn),
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fPFCandidatesName(Names::gkPFCandidatesBrn),
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fMuonIDType("WWMuIdV3"),
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fMuonIsoType("PFIso"),
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fMuonClassType("Global"),
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fTrackIsolationCut(3.0),
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fCaloIsolationCut(3.0),
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fCombIsolationCut(0.15),
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fCombRelativeIsolationCut(0.15),
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fPFIsolationCut(-1.0),
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fMuonPtMin(10),
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fApplyD0Cut(kTRUE),
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fApplyDZCut(kTRUE),
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fD0Cut(0.020),
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fDZCut(0.10),
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fWhichVertex(-1),
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fEtaCut(2.4),
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fMuIDType(kIdUndef),
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fMuIsoType(kIsoUndef),
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fMuClassType(kClassUndef),
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fMuons(0),
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fVertices(0),
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fBeamSpot(0),
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fTracks(0),
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fPFCandidates(0),
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fIntRadius(0.0),
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fNonIsolatedMuons(0),
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fNonIsolatedElectrons(0),
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fPileupEnergyDensityName(Names::gkPileupEnergyDensityBrn),
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fPileupEnergyDensity(0),
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fMuonTools(0),
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fMuonIDMVA(0),
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fMuonMVAWeights_Subdet0Pt10To14p5(""),
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fMuonMVAWeights_Subdet1Pt10To14p5(""),
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fMuonMVAWeights_Subdet0Pt14p5To20(""),
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fMuonMVAWeights_Subdet1Pt14p5To20(""),
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fMuonMVAWeights_Subdet0Pt20ToInf(""),
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fMuonMVAWeights_Subdet1Pt20ToInf("")
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{
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// Constructor.
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}
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//--------------------------------------------------------------------------------------------------
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void MuonIDMod::Process()
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{
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// Process entries of the tree.
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if(fMuIsoType != kPFIsoNoL) {
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LoadEventObject(fMuonBranchName, fMuons);
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}
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else {
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fMuons = GetObjThisEvt<MuonOArr>(fMuonBranchName);
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}
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LoadEventObject(fBeamSpotName, fBeamSpot);
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LoadEventObject(fTrackName, fTracks);
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LoadEventObject(fPFCandidatesName, fPFCandidates);
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if(fMuIsoType == kTrackCaloSliding ||
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fMuIsoType == kCombinedRelativeConeAreaCorrected ||
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fMuIsoType == kPFIsoEffectiveAreaCorrected ||
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fMuIsoType == kMVAIso_BDTG_IDIso
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) {
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LoadEventObject(fPileupEnergyDensityName, fPileupEnergyDensity);
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}
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MuonOArr *CleanMuons = new MuonOArr;
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CleanMuons->SetName(fCleanMuonsName);
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fVertices = GetObjThisEvt<VertexOArr>(fVertexName);
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for (UInt_t i=0; i<fMuons->GetEntries(); ++i) {
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const Muon *mu = fMuons->At(i);
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Bool_t pass = kFALSE;
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Double_t pt = 0; // make sure pt is taken from the correct track!
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Double_t eta = 0; // make sure eta is taken from the correct track!
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switch (fMuClassType) {
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case kAll:
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pass = kTRUE;
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if (mu->HasTrk()) {
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pt = mu->Pt();
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eta = TMath::Abs(mu->Eta());
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}
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break;
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case kGlobal:
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pass = mu->HasGlobalTrk() && mu->IsTrackerMuon();
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if (pass && mu->TrackerTrk()) {
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pt = mu->TrackerTrk()->Pt();
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eta = TMath::Abs(mu->TrackerTrk()->Eta());
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}
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else {
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pt = mu->Pt();
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eta = TMath::Abs(mu->Eta());
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}
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break;
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case kGlobalTracker:
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pass = (mu->HasGlobalTrk() && mu->GlobalTrk()->Chi2()/mu->GlobalTrk()->Ndof() < 10 &&
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(mu->NSegments() > 1 || mu->NMatches() > 1) && mu->NValidHits() > 0) ||
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(mu->IsTrackerMuon() &&
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mu->Quality().Quality(MuonQuality::TMLastStationTight));
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if (pass) {
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pt = mu->TrackerTrk()->Pt();
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eta = TMath::Abs(mu->TrackerTrk()->Eta());
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}
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else {
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pt = mu->Pt();
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eta = TMath::Abs(mu->Eta());
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}
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break;
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case kSta:
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pass = mu->HasStandaloneTrk();
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if (pass) {
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pt = mu->StandaloneTrk()->Pt();
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eta = TMath::Abs(mu->StandaloneTrk()->Eta());
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}
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break;
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case kTrackerMuon:
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pass = mu->HasTrackerTrk() && mu->IsTrackerMuon() &&
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mu->Quality().Quality(MuonQuality::TrackerMuonArbitrated);
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if (pass) {
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pt = mu->TrackerTrk()->Pt();
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eta = TMath::Abs(mu->TrackerTrk()->Eta());
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}
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break;
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case kCaloMuon:
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pass = mu->HasTrackerTrk() && mu->IsCaloMuon();
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if (pass) {
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pt = mu->TrackerTrk()->Pt();
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eta = TMath::Abs(mu->TrackerTrk()->Eta());
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}
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break;
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case kTrackerBased:
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pass = mu->HasTrackerTrk();
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if (pass) {
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pt = mu->TrackerTrk()->Pt();
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eta = TMath::Abs(mu->TrackerTrk()->Eta());
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}
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break;
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default:
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break;
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}
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if (!pass)
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continue;
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if (pt <= fMuonPtMin)
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continue;
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if (eta >= fEtaCut)
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continue;
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//***********************************************************************************************
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//Debug Info For Lepton MVA
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//***********************************************************************************************
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if( fPrintMVADebugInfo &&
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(fMuIsoType == kMVAIso_BDTG_IDIso || fMuIDType == kMVAID_BDTG_IDIso)
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) {
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cout << "Event: " << GetEventHeader()->RunNum() << " " << GetEventHeader()->LumiSec() << " "
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<< GetEventHeader()->EvtNum() << " : Rho = " << fPileupEnergyDensity->At(0)->Rho()
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<< " : Muon " << i << " "
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<< endl;
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fMuonIDMVA->MVAValue(mu,fVertices->At(0),fMuonTools,fPFCandidates,fPileupEnergyDensity,kTRUE);
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}
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//***********************************************************************************************
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Double_t RChi2 = 0.0;
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if (mu->HasGlobalTrk()) {
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RChi2 = mu->GlobalTrk()->Chi2()/mu->GlobalTrk()->Ndof();
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}
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else if(mu->BestTrk() != 0){
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RChi2 = mu->BestTrk()->Chi2()/mu->BestTrk()->Ndof();
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}
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Bool_t idpass = kFALSE;
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switch (fMuIDType) {
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case kWMuId:
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idpass = mu->BestTrk() != 0 &&
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mu->BestTrk()->NHits() > 10 &&
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RChi2 < 10.0 &&
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(mu->NSegments() > 1 || mu->NMatches() > 1) &&
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mu->BestTrk()->NPixelHits() > 0 &&
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mu->Quality().Quality(MuonQuality::GlobalMuonPromptTight);
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break;
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case kZMuId:
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idpass = mu->BestTrk() != 0 &&
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mu->BestTrk()->NHits() > 10 &&
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(mu->NSegments() > 1 || mu->NMatches() > 1) &&
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mu->BestTrk()->NPixelHits() > 0 &&
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mu->Quality().Quality(MuonQuality::GlobalMuonPromptTight);
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break;
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case kLoose:
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idpass = mu->BestTrk() != 0 &&
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mu->Quality().Quality(MuonQuality::TMOneStationLoose) &&
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mu->Quality().Quality(MuonQuality::TM2DCompatibilityLoose) &&
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mu->BestTrk()->NHits() > 10 &&
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RChi2 < 10.0 &&
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mu->Quality().Quality(MuonQuality::GlobalMuonPromptTight);
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break;
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case kTight:
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idpass = mu->BestTrk() != 0 &&
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mu->Quality().Quality(MuonQuality::TMOneStationTight) &&
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mu->Quality().Quality(MuonQuality::TM2DCompatibilityTight) &&
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mu->BestTrk()->NHits() > 10 &&
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RChi2 < 10.0 &&
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mu->Quality().Quality(MuonQuality::GlobalMuonPromptTight);
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break;
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case kWWMuIdV1:
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idpass = mu->BestTrk() != 0 &&
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mu->BestTrk()->NHits() > 10 &&
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mu->BestTrk()->NPixelHits() > 0 &&
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mu->BestTrk()->PtErr()/mu->BestTrk()->Pt() < 0.1 &&
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RChi2 < 10.0 &&
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(mu->NSegments() > 1 || mu->NMatches() > 1) &&
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mu->Quality().Quality(MuonQuality::GlobalMuonPromptTight);
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break;
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case kWWMuIdV2:
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idpass = mu->BestTrk() != 0 &&
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mu->BestTrk()->NHits() > 10 &&
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mu->BestTrk()->NPixelHits() > 0 &&
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mu->BestTrk()->PtErr()/mu->BestTrk()->Pt() < 0.1;
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break;
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case kWWMuIdV3:
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idpass = mu->BestTrk() != 0 &&
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mu->BestTrk()->NHits() > 10 &&
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mu->BestTrk()->NPixelHits() > 0 &&
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mu->BestTrk()->PtErr()/mu->BestTrk()->Pt() < 0.1 &&
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mu->TrkKink() < 20.0;
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break;
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case kMVAID_BDTG_IDIso:
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{
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Bool_t passDenominatorM2 = (mu->BestTrk() != 0 &&
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mu->BestTrk()->NHits() > 10 &&
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mu->BestTrk()->NPixelHits() > 0 &&
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mu->BestTrk()->PtErr()/mu->BestTrk()->Pt() < 0.1 &&
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MuonTools::PassD0Cut(mu, fVertices, 0.20, 0) &&
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MuonTools::PassDZCut(mu, fVertices, 0.10, 0) &&
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mu->TrkKink() < 20.0
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);
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idpass = passDenominatorM2;
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//only evaluate MVA if muon passes M2 denominator to save time
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if (idpass) idpass = PassMuonMVA_BDTG_IdIso(mu, fVertices->At(0), fPileupEnergyDensity);
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}
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break;
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case kNoId:
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idpass = kTRUE;
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break;
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default:
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break;
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}
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if (!idpass)
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continue;
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Bool_t isocut = kFALSE;
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switch (fMuIsoType) {
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case kTrackCalo:
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isocut = (mu->IsoR03SumPt() < fTrackIsolationCut) &&
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(mu->IsoR03EmEt() + mu->IsoR03HadEt() < fCaloIsolationCut);
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break;
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case kTrackCaloCombined:
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isocut = (1.0 * mu->IsoR03SumPt() +
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1.0 * mu->IsoR03EmEt() +
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1.0 * mu->IsoR03HadEt() < fCombIsolationCut);
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break;
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case kTrackCaloSliding:
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{
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const PileupEnergyDensity *rho = fPileupEnergyDensity->At(0);
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Double_t totalIso = mu->IsoR03SumPt() + mu->IsoR03EmEt() + mu->IsoR03HadEt() - rho->Rho() * TMath::Pi() * 0.3 * 0.3 ;
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// trick to change the signal region cut
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double theIsoCut = fCombIsolationCut;
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if(theIsoCut < 0.20){
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if(mu->Pt() > 20.0) theIsoCut = 0.15;
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else theIsoCut = 0.10;
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}
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if (totalIso < (mu->Pt()*theIsoCut)) isocut = kTRUE;
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}
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break;
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case kTrackCaloSlidingNoCorrection:
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{
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Double_t totalIso = 1.0 * mu->IsoR03SumPt() +
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1.0 * mu->IsoR03EmEt() +
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1.0 * mu->IsoR03HadEt();
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// trick to change the signal region cut
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double theIsoCut = fCombIsolationCut;
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if(theIsoCut < 0.20){
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if(mu->Pt() > 20.0) theIsoCut = 0.15;
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else theIsoCut = 0.10;
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}
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if (totalIso < (mu->Pt()*theIsoCut)) isocut = kTRUE;
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}
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break;
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case kCombinedRelativeConeAreaCorrected:
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{
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| 317 |
const PileupEnergyDensity *rho = fPileupEnergyDensity->At(0);
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| 318 |
Double_t totalIso = mu->IsoR03SumPt() + mu->IsoR03EmEt() + mu->IsoR03HadEt() - rho->Rho() * TMath::Pi() * 0.3 * 0.3 ;
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| 319 |
double theIsoCut = fCombRelativeIsolationCut;
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| 320 |
if (totalIso < (mu->Pt()*theIsoCut)) isocut = kTRUE;
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| 321 |
}
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break;
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| 323 |
case kCombinedRelativeEffectiveAreaCorrected:
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| 324 |
{
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| 325 |
Double_t tmpRho = 0;
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| 326 |
if (!(TMath::IsNaN(fPileupEnergyDensity->At(0)->Rho()) || isinf(fPileupEnergyDensity->At(0)->Rho())))
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| 327 |
tmpRho = fPileupEnergyDensity->At(0)->Rho();
|
| 328 |
|
| 329 |
isocut = ( mu->IsoR03SumPt() + mu->IsoR03EmEt() + mu->IsoR03HadEt()
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| 330 |
- tmpRho*MuonTools::MuonEffectiveArea(MuonTools::kMuEMIso03, mu->Eta())
|
| 331 |
- tmpRho*MuonTools::MuonEffectiveArea(MuonTools::kMuHadIso03, mu->Eta())
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| 332 |
) < (mu->Pt()* 0.40);
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| 333 |
}
|
| 334 |
break;
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| 335 |
case kPFIso:
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| 336 |
{
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| 337 |
Double_t pfIsoCutValue = 9999;
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| 338 |
if(fPFIsolationCut > 0){
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| 339 |
pfIsoCutValue = fPFIsolationCut;
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| 340 |
} else {
|
| 341 |
if (mu->AbsEta() < 1.479) {
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| 342 |
if (mu->Pt() > 20) {
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| 343 |
pfIsoCutValue = 0.13;
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| 344 |
} else {
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| 345 |
pfIsoCutValue = 0.06;
|
| 346 |
}
|
| 347 |
} else {
|
| 348 |
if (mu->Pt() > 20) {
|
| 349 |
pfIsoCutValue = 0.09;
|
| 350 |
} else {
|
| 351 |
pfIsoCutValue = 0.05;
|
| 352 |
}
|
| 353 |
}
|
| 354 |
}
|
| 355 |
Double_t totalIso = IsolationTools::PFMuonIsolation(mu, fPFCandidates, fVertices->At(0), 0.1, 1.0, 0.3, 0.0, fIntRadius);
|
| 356 |
if (totalIso < (mu->Pt()*pfIsoCutValue) )
|
| 357 |
isocut = kTRUE;
|
| 358 |
}
|
| 359 |
break;
|
| 360 |
case kPFIsoEffectiveAreaCorrected:
|
| 361 |
{
|
| 362 |
Double_t pfIsoCutValue = 9999;
|
| 363 |
if(fPFIsolationCut > 0){
|
| 364 |
pfIsoCutValue = fPFIsolationCut;
|
| 365 |
} else {
|
| 366 |
pfIsoCutValue = fPFIsolationCut; //leave it like this for now
|
| 367 |
}
|
| 368 |
Double_t EffectiveAreaCorrectedPFIso = IsolationTools::PFMuonIsolation(mu, fPFCandidates, fVertices->At(0), 0.1, 1.0, 0.3, 0.0, fIntRadius)
|
| 369 |
- fPileupEnergyDensity->At(0)->Rho() * MuonTools::MuonEffectiveArea(MuonTools::kMuNeutralIso03, mu->Eta());
|
| 370 |
isocut = EffectiveAreaCorrectedPFIso < (mu->Pt() * pfIsoCutValue);
|
| 371 |
break;
|
| 372 |
}
|
| 373 |
case kPFIsoNoL:
|
| 374 |
{
|
| 375 |
fNonIsolatedMuons = GetObjThisEvt<MuonCol>(fNonIsolatedMuonsName);
|
| 376 |
fNonIsolatedElectrons = GetObjThisEvt<ElectronCol>(fNonIsolatedElectronsName);
|
| 377 |
|
| 378 |
Double_t pfIsoCutValue = 9999;
|
| 379 |
if(fPFIsolationCut > 0){
|
| 380 |
pfIsoCutValue = fPFIsolationCut;
|
| 381 |
} else {
|
| 382 |
if (mu->AbsEta() < 1.479) {
|
| 383 |
if (mu->Pt() > 20) {
|
| 384 |
pfIsoCutValue = 0.13;
|
| 385 |
} else {
|
| 386 |
pfIsoCutValue = 0.06;
|
| 387 |
}
|
| 388 |
} else {
|
| 389 |
if (mu->Pt() > 20) {
|
| 390 |
pfIsoCutValue = 0.09;
|
| 391 |
} else {
|
| 392 |
pfIsoCutValue = 0.05;
|
| 393 |
}
|
| 394 |
}
|
| 395 |
}
|
| 396 |
Double_t totalIso = IsolationTools::PFMuonIsolation(mu, fPFCandidates, fNonIsolatedMuons, fNonIsolatedElectrons, fVertices->At(0), 0.1, 1.0, 0.3, 0.0, fIntRadius);
|
| 397 |
if (totalIso < (mu->Pt()*pfIsoCutValue) )
|
| 398 |
isocut = kTRUE;
|
| 399 |
}
|
| 400 |
break;
|
| 401 |
case kMVAIso_BDTG_IDIso:
|
| 402 |
{
|
| 403 |
|
| 404 |
// **************************************************************************
|
| 405 |
// Don't use effective area correction denominator. Instead use the old one.
|
| 406 |
// **************************************************************************
|
| 407 |
|
| 408 |
// Double_t tmpRho = 0;
|
| 409 |
// if (!(TMath::IsNaN(fPileupEnergyDensity->At(0)->Rho()) || isinf(fPileupEnergyDensity->At(0)->Rho())))
|
| 410 |
// tmpRho = fPileupEnergyDensity->At(0)->Rho();
|
| 411 |
|
| 412 |
// isocut = ( mu->IsoR03SumPt() + mu->IsoR03EmEt() + mu->IsoR03HadEt()
|
| 413 |
// - tmpRho*MuonTools::MuonEffectiveArea(MuonTools::kMuEMIso03, mu->Eta())
|
| 414 |
// - tmpRho*MuonTools::MuonEffectiveArea(MuonTools::kMuHadIso03, mu->Eta())
|
| 415 |
// ) < (mu->Pt()* 0.40);
|
| 416 |
|
| 417 |
Double_t totalIso = IsolationTools::PFMuonIsolation(mu, fPFCandidates, fVertices->At(0), 0.1, 1.0, 0.3, 0.0, fIntRadius);
|
| 418 |
isocut = (totalIso < (mu->Pt()*0.4));
|
| 419 |
|
| 420 |
}
|
| 421 |
break;
|
| 422 |
case kNoIso:
|
| 423 |
isocut = kTRUE;
|
| 424 |
break;
|
| 425 |
case kCustomIso:
|
| 426 |
default:
|
| 427 |
break;
|
| 428 |
}
|
| 429 |
|
| 430 |
if (isocut == kFALSE)
|
| 431 |
continue;
|
| 432 |
|
| 433 |
// apply d0 cut
|
| 434 |
if (fApplyD0Cut) {
|
| 435 |
Bool_t passD0cut = kTRUE;
|
| 436 |
if(fD0Cut < 0.05) { // trick to change the signal region cut
|
| 437 |
if (mu->Pt() > 20.0) fD0Cut = 0.02;
|
| 438 |
else if (mu->Pt() <= 20.0) fD0Cut = 0.01;
|
| 439 |
}
|
| 440 |
if(fWhichVertex >= -1) passD0cut = MuonTools::PassD0Cut(mu, fVertices, fD0Cut, fWhichVertex);
|
| 441 |
else passD0cut = MuonTools::PassD0Cut(mu, fBeamSpot, fD0Cut);
|
| 442 |
if (!passD0cut)
|
| 443 |
continue;
|
| 444 |
}
|
| 445 |
|
| 446 |
// apply dz cut
|
| 447 |
if (fApplyDZCut) {
|
| 448 |
Bool_t passDZcut = MuonTools::PassDZCut(mu, fVertices, fDZCut, fWhichVertex);
|
| 449 |
if (!passDZcut)
|
| 450 |
continue;
|
| 451 |
}
|
| 452 |
|
| 453 |
// add good muon
|
| 454 |
CleanMuons->Add(mu);
|
| 455 |
}
|
| 456 |
|
| 457 |
// sort according to pt
|
| 458 |
CleanMuons->Sort();
|
| 459 |
|
| 460 |
// add objects for other modules to use
|
| 461 |
AddObjThisEvt(CleanMuons);
|
| 462 |
}
|
| 463 |
|
| 464 |
//--------------------------------------------------------------------------------------------------
|
| 465 |
void MuonIDMod::SlaveBegin()
|
| 466 |
{
|
| 467 |
// Run startup code on the computer (slave) doing the actual analysis. Here,
|
| 468 |
// we just request the muon collection branch.
|
| 469 |
|
| 470 |
// In this case we cannot have a branch
|
| 471 |
if (fMuonIsoType.CompareTo("PFIsoNoL") != 0) {
|
| 472 |
ReqEventObject(fMuonBranchName, fMuons, kTRUE);
|
| 473 |
}
|
| 474 |
ReqEventObject(fBeamSpotName, fBeamSpot, kTRUE);
|
| 475 |
ReqEventObject(fTrackName, fTracks, kTRUE);
|
| 476 |
ReqEventObject(fPFCandidatesName, fPFCandidates, kTRUE);
|
| 477 |
if (fMuonIsoType.CompareTo("TrackCaloSliding") == 0
|
| 478 |
|| fMuonIsoType.CompareTo("CombinedRelativeConeAreaCorrected") == 0
|
| 479 |
|| fMuonIsoType.CompareTo("CombinedRelativeEffectiveAreaCorrected") == 0
|
| 480 |
|| fMuonIsoType.CompareTo("PFIsoEffectiveAreaCorrected") == 0
|
| 481 |
|| fMuonIsoType.CompareTo("MVA_BDTG_IDIso") == 0
|
| 482 |
) {
|
| 483 |
ReqEventObject(fPileupEnergyDensityName, fPileupEnergyDensity, kTRUE);
|
| 484 |
}
|
| 485 |
|
| 486 |
|
| 487 |
if (fMuonIDType.CompareTo("WMuId") == 0)
|
| 488 |
fMuIDType = kWMuId;
|
| 489 |
else if (fMuonIDType.CompareTo("ZMuId") == 0)
|
| 490 |
fMuIDType = kZMuId;
|
| 491 |
else if (fMuonIDType.CompareTo("Tight") == 0)
|
| 492 |
fMuIDType = kTight;
|
| 493 |
else if (fMuonIDType.CompareTo("Loose") == 0)
|
| 494 |
fMuIDType = kLoose;
|
| 495 |
else if (fMuonIDType.CompareTo("WWMuIdV1") == 0)
|
| 496 |
fMuIDType = kWWMuIdV1;
|
| 497 |
else if (fMuonIDType.CompareTo("WWMuIdV2") == 0)
|
| 498 |
fMuIDType = kWWMuIdV2;
|
| 499 |
else if (fMuonIDType.CompareTo("WWMuIdV3") == 0)
|
| 500 |
fMuIDType = kWWMuIdV3;
|
| 501 |
else if (fMuonIDType.CompareTo("NoId") == 0)
|
| 502 |
fMuIDType = kNoId;
|
| 503 |
else if (fMuonIDType.CompareTo("Custom") == 0) {
|
| 504 |
fMuIDType = kCustomId;
|
| 505 |
SendError(kWarning, "SlaveBegin",
|
| 506 |
"Custom muon identification is not yet implemented.");
|
| 507 |
} else if (fMuonIDType.CompareTo("MVA_BDTG_IDIso") == 0) {
|
| 508 |
fMuIDType = kMVAID_BDTG_IDIso;
|
| 509 |
} else {
|
| 510 |
SendError(kAbortAnalysis, "SlaveBegin",
|
| 511 |
"The specified muon identification %s is not defined.",
|
| 512 |
fMuonIDType.Data());
|
| 513 |
return;
|
| 514 |
}
|
| 515 |
|
| 516 |
if (fMuonIsoType.CompareTo("TrackCalo") == 0)
|
| 517 |
fMuIsoType = kTrackCalo;
|
| 518 |
else if (fMuonIsoType.CompareTo("TrackCaloCombined") == 0)
|
| 519 |
fMuIsoType = kTrackCaloCombined;
|
| 520 |
else if (fMuonIsoType.CompareTo("TrackCaloSliding") == 0)
|
| 521 |
fMuIsoType = kTrackCaloSliding;
|
| 522 |
else if (fMuonIsoType.CompareTo("TrackCaloSlidingNoCorrection") == 0)
|
| 523 |
fMuIsoType = kTrackCaloSlidingNoCorrection;
|
| 524 |
else if (fMuonIsoType.CompareTo("CombinedRelativeConeAreaCorrected") == 0)
|
| 525 |
fMuIsoType = kCombinedRelativeConeAreaCorrected;
|
| 526 |
else if (fMuonIsoType.CompareTo("CombinedRelativeEffectiveAreaCorrected") == 0)
|
| 527 |
fMuIsoType = kCombinedRelativeEffectiveAreaCorrected;
|
| 528 |
else if (fMuonIsoType.CompareTo("PFIso") == 0)
|
| 529 |
fMuIsoType = kPFIso;
|
| 530 |
else if (fMuonIsoType.CompareTo("PFIsoEffectiveAreaCorrected") == 0)
|
| 531 |
fMuIsoType = kPFIsoEffectiveAreaCorrected;
|
| 532 |
else if (fMuonIsoType.CompareTo("PFIsoNoL") == 0)
|
| 533 |
fMuIsoType = kPFIsoNoL;
|
| 534 |
else if (fMuonIsoType.CompareTo("NoIso") == 0)
|
| 535 |
fMuIsoType = kNoIso;
|
| 536 |
else if (fMuonIsoType.CompareTo("Custom") == 0) {
|
| 537 |
fMuIsoType = kCustomIso;
|
| 538 |
SendError(kWarning, "SlaveBegin",
|
| 539 |
"Custom muon isolation is not yet implemented.");
|
| 540 |
} else if (fMuonIDType.CompareTo("MVA_BDTG_IDIso") == 0) {
|
| 541 |
fMuIsoType = kMVAIso_BDTG_IDIso;
|
| 542 |
} else {
|
| 543 |
SendError(kAbortAnalysis, "SlaveBegin",
|
| 544 |
"The specified muon isolation %s is not defined.",
|
| 545 |
fMuonIsoType.Data());
|
| 546 |
return;
|
| 547 |
}
|
| 548 |
|
| 549 |
if (fMuonClassType.CompareTo("All") == 0)
|
| 550 |
fMuClassType = kAll;
|
| 551 |
else if (fMuonClassType.CompareTo("Global") == 0)
|
| 552 |
fMuClassType = kGlobal;
|
| 553 |
else if (fMuonClassType.CompareTo("GlobalTracker") == 0)
|
| 554 |
fMuClassType = kGlobalTracker;
|
| 555 |
else if (fMuonClassType.CompareTo("Standalone") == 0)
|
| 556 |
fMuClassType = kSta;
|
| 557 |
else if (fMuonClassType.CompareTo("TrackerMuon") == 0)
|
| 558 |
fMuClassType = kTrackerMuon;
|
| 559 |
else if (fMuonClassType.CompareTo("CaloMuon") == 0)
|
| 560 |
fMuClassType = kCaloMuon;
|
| 561 |
else if (fMuonClassType.CompareTo("TrackerBased") == 0)
|
| 562 |
fMuClassType = kTrackerBased;
|
| 563 |
else {
|
| 564 |
SendError(kAbortAnalysis, "SlaveBegin",
|
| 565 |
"The specified muon class %s is not defined.",
|
| 566 |
fMuonClassType.Data());
|
| 567 |
return;
|
| 568 |
}
|
| 569 |
|
| 570 |
|
| 571 |
//If we use MVA ID, need to load MVA weights
|
| 572 |
if(fMuIsoType == kMVAIso_BDTG_IDIso || fMuIDType == kMVAID_BDTG_IDIso) {
|
| 573 |
fMuonTools = new MuonTools();
|
| 574 |
fMuonIDMVA = new MuonIDMVA();
|
| 575 |
fMuonIDMVA->Initialize("BDTG method",
|
| 576 |
fMuonMVAWeights_Subdet0Pt10To14p5,
|
| 577 |
fMuonMVAWeights_Subdet1Pt10To14p5,
|
| 578 |
fMuonMVAWeights_Subdet0Pt14p5To20,
|
| 579 |
fMuonMVAWeights_Subdet1Pt14p5To20,
|
| 580 |
fMuonMVAWeights_Subdet0Pt20ToInf,
|
| 581 |
fMuonMVAWeights_Subdet1Pt20ToInf,
|
| 582 |
MuonIDMVA::kIDIsoCombinedDetIso);
|
| 583 |
}
|
| 584 |
|
| 585 |
}
|
| 586 |
|
| 587 |
|
| 588 |
//--------------------------------------------------------------------------------------------------
|
| 589 |
Bool_t MuonIDMod::PassMuonMVA_BDTG_IdIso(const Muon *mu, const Vertex *vertex,
|
| 590 |
const PileupEnergyDensityCol *PileupEnergyDensity) const
|
| 591 |
{
|
| 592 |
|
| 593 |
const Track *muTrk=0;
|
| 594 |
if(mu->HasTrackerTrk()) { muTrk = mu->TrackerTrk(); }
|
| 595 |
else if(mu->HasStandaloneTrk()) { muTrk = mu->StandaloneTrk(); }
|
| 596 |
|
| 597 |
Double_t MVAValue = fMuonIDMVA->MVAValue(mu,vertex,fMuonTools,fPFCandidates,PileupEnergyDensity);
|
| 598 |
|
| 599 |
Int_t subdet = 0;
|
| 600 |
if (fabs(muTrk->Eta()) < 1.479) subdet = 0;
|
| 601 |
else subdet = 1;
|
| 602 |
Int_t ptBin = 0;
|
| 603 |
if (muTrk->Pt() > 14.5) ptBin = 1;
|
| 604 |
if (muTrk->Pt() > 20.0) ptBin = 2;
|
| 605 |
|
| 606 |
Int_t MVABin = -1;
|
| 607 |
if (subdet == 0 && ptBin == 0) MVABin = 0;
|
| 608 |
else if (subdet == 1 && ptBin == 0) MVABin = 1;
|
| 609 |
else if (subdet == 0 && ptBin == 1) MVABin = 2;
|
| 610 |
else if (subdet == 1 && ptBin == 1) MVABin = 3;
|
| 611 |
else if (subdet == 0 && ptBin == 2) MVABin = 4;
|
| 612 |
else if (subdet == 1 && ptBin == 2) MVABin = 5;
|
| 613 |
|
| 614 |
Double_t MVACut = -999;
|
| 615 |
if (MVABin == 0) MVACut = -0.5618;
|
| 616 |
else if (MVABin == 1) MVACut = -0.3002;
|
| 617 |
else if (MVABin == 2) MVACut = -0.4642;
|
| 618 |
else if (MVABin == 3) MVACut = -0.2478;
|
| 619 |
else if (MVABin == 4) MVACut = 0.1706;
|
| 620 |
else if (MVABin == 5) MVACut = 0.8146;
|
| 621 |
|
| 622 |
if (MVAValue > MVACut) return kTRUE;
|
| 623 |
return kFALSE;
|
| 624 |
}
|
