Intro & executive summary

This is a collection of tcMet performance & validation plots updating some of the info in our draft note. Samples used are summer & Fall 08 samples:
    • /ZJets-madgraph/Fall08_IDEAL_V9_reco-v2/GEN-SIM-RECO
    • /WW_2l/Summer08_IDEAL_V9_v2/GEN-SIM-RECO
For now, we looked at the performance in:
  • DY events looking for fake MET rejection
  • WW events for real MET performance

In Summary, we see:

  • ~x3 rejection of fake MET for a cut at 30GeV (similar to 1.6.x performance)
  • ~20% improvement of MET resolution in events with real MET (again similar to 1.6.x)
  • ~20% improvement in the determination of the direction of the MET as well.

Results for events with fake MET (DY):

metcomp_dymm.png metcomp_dyee.png

  • we observe significant reduction of the tail of the MET distribution for di-lepton final states, consistent with that seen previously in release 16X
  • metMuonCorr is met corrected for muons

  • table for cut MET > 30 GeV

MET muons electrons
metMuonCorr 5640 4921
tcMET 1852 1721
factor 3.1 2.9

  • table for cut MET > 50 GeV

MET muons electrons
metMuonCorr 748 644
tcMET 204 192
factor 3.7 3.4

Results for events with real MET (WW):

metcomp_wwmm.png metcomp_wwee.png

  • WW decaying to two leptons has real MET via neutrinos produced along wtih the leptons thus tcMET should have little effect on the MET distribution for this process as observed above

  • table for cut MET > 30 GeV

MET muons electrons
metMuonCorr 3643 4289
tcMET 3722 4349
factor 1.02 1.01

  • table for cut MET > 50 GeV

MET muons electrons
metMuonCorr 1983 2216
tcMET 2025 2271
factor 1.02 1.02

  • although our goal is to reduce the tails of fake MET distributions, it is also interesting to look at what effect tcMET has on MET resolution
  • below are plots comparing the difference between corrected MET and generator MET for muon corrected MET and tcMET

dMET_metcomp_wwmm2.png dMET_metcomp_wwee2.png

  • in both cases, the mean is shifted closer to 0 and the RMS improves
    • the resolution improves by at least 20% in both final states

  • below are the same plots as a fraction of the generator MET

dfMET_v_genMET_wwmm.png dfMET_v_genMET_wwee.png

Comparison of MET direction

  • below are plots of delta phi between corrected MET and generator MET for events with real MET

dPhi_metcomp_wwmm2.png dPhi_metcomp_wwee2.png

  • in both final states, direction resolution improves by ~20%

Comparison with patMET

  • Since patMET is about to be used extensively, we compare to what one get from it, out of the box.
    • patMET (met_pat_metCor) is corrected for both muons and Jets

metcomp_pat_dymm.png metcomp_pat_dyee.png

  • table for cut MET > 30 GeV

MET muons electrons
met_pat_metCor 4967 6371
metMuonCorr 5640 4921
tcMET 1852 1721
pat factor 2.7 3.7
muon factor 3.1 2.9

  • table for cut MET > 50 GeV

MET muons electrons
met_pat_metCor 593 714
metMuonCorr 748 644
tcMET 204 192
pat factor 2.9 3.7
muon factor 3.7 3.4

  • patMET performs better than muon corrected MET in the muon final state, but worse in the electron final state
    • this result is in agreement with what we saw for muon+!JES corrections to MET in 16X
  • tcMET significantly reduces the tail of the MET distribution relative to both types of MET

Definitions and notations

  • caloMET corrected for muons will serve as the baseline for all comparisons

  • for comparison of MET in dilepton events, we require the following:
    • dimuon final state
      • two global muons
      • pt > 20 GeV
      • no additional leptons with pt > 20 GeV
    • dielectron final state
      • two electrons
      • pt > 20 GeV
      • no additional leptons with pt > 20 GeV
  • for comparison of MET in dijet events, we require the following:
...

  • we use the standard CMS muon correction scheme. Details: met muon corrections are done using JetMETCorrections/Type1MET/python/metMuonCorrections_cff.py which corrects for global muons that also pass
    • nhits > 5
    • pt > 10 (from global fit), abs(eta) < 2.5
    • qoverp_error < 0.5

  • metMuonCorr is MET corrected for muons using the standard CMS method
  • met_pat_metCor is PAT MET, where MET has been corrected for muons and the jet energy scale (JES)

Validation, N-1 plots

  • tracking has changed considerably between 16X and 22X and thus the quality cuts on tracks must be revisited

  • quality cuts in 16X were
    • nhits > 6
    • chi2/ndof < 5
    • abs(d0) < 0.05

  • changes between 16X and 22X
    • tracking improved at lower pt
    • changed the way hits are defined
      • can now have more than one hit per layer
    • displaced beamSpot requires correction

  • below are new N-1 plots using ZJets sample

  • Number of valid hits, N-1 plot
    nhits_nm1_new.png

  • tracking group recommends cut of nhits > 10

  • Normalized chi-squared, N-1 plot
    nchi2_nm1_new.png

  • Corrected impact parameter, N-1 plot
    d0corr_nm1_new.png

  • the new track quality cuts are:
    • nhits > 10
    • chi2/ndof < 4
    • abs(d0corr) < 0.1

Instructions and Example Use ( How to run it...)

  • The following tags are available for using tcMET in 22X releases. After setting up a 22X release area, one should check out
    • cvs co -r V02-05-00-20 RecoMET/METAlgorithms
    • cvs co -r V02-08-02-16 RecoMET/METProducers
    • cvs co -r V00-04-02-16 RecoMET/Configuration
    • cvs co -r V00-06-02-09 DataFormats/METReco

  • After building, to see how to incorporate tcMet correction to your analysis sequence, see example in test file. This example will produce a tcMET collection.

  • The implementation of tcMET makes use of the metMuonCorrections module that is part of 22X releases. As a result, the user must include the cff file in their cfg (as is done in the above example) and place the module in their path before tcMet as shown below.

# load muon corrections for !MET module
process.load("JetMETCorrections.Type1MET.MetMuonCorrections_cff")

# load track-corrected MET module
process.load("RecoMET.METProducers.TCMET_cfi")

# run sequence of muon+track MET corrections
process.p = cms.Path(process.MetMuonCorrections*process.tcMet)

* the configuration files for the modules are

    • JetMETCorrections/Type1MET/python/corMetMuons_cfi.py
    • JetMETCorrections/Type1MET/python/MetMuonCorrectiosn_cff.py
    • RecoMET/METProducers/python/TCMET_cfi.py

It is recommended to use the configurations provided.

  • After running a test job, you should see a tcMet collection in your TBrowser

tbrowser_tcmet.png

  • The tcMet collection can be accessed in the usual way:

Handle< View<MET> > tcmet_h;
    
iEvent.getByLabel("tcMet", tcmet_h);
  
*evt_tcmet        = (tcmet_h->front()).et();
*evt_tcmetPhi     = (tcmet_h->front()).phi();
*evt_tcsumet      = (tcmet_h->front()).sumEt();

-- FrankGolf - 19 Feb 2009

Topic attachments
I Attachment Action Size Date Who Comment
pdfpdf cmspaper.pdf manage 648.4 K 19 Feb 2009 - 12:20 FrankGolf  
pngpng d0corr_nm1_new.png manage 11.5 K 19 Feb 2009 - 10:26 FrankGolf  
pngpng dMET_metcomp_wwee2.png manage 8.7 K 19 Feb 2009 - 10:38 FrankGolf  
pngpng dMET_metcomp_wwmm2.png manage 8.5 K 19 Feb 2009 - 10:38 FrankGolf  
pngpng dPhi_metcomp_wwee2.png manage 8.4 K 19 Feb 2009 - 10:47 FrankGolf  
pngpng dPhi_metcomp_wwmm2.png manage 8.0 K 19 Feb 2009 - 10:47 FrankGolf  
pngpng dfMET_v_genMET_wwee.png manage 10.0 K 19 Feb 2009 - 10:37 FrankGolf  
pngpng dfMET_v_genMET_wwmm.png manage 10.0 K 19 Feb 2009 - 10:37 FrankGolf  
pngpng metcomp_dyee.png manage 11.9 K 19 Feb 2009 - 10:33 FrankGolf  
pngpng metcomp_dymm.png manage 12.5 K 19 Feb 2009 - 10:33 FrankGolf  
pngpng metcomp_pat_dyee.png manage 15.8 K 19 Feb 2009 - 10:45 FrankGolf  
pngpng metcomp_pat_dymm.png manage 15.4 K 19 Feb 2009 - 10:45 FrankGolf  
pngpng metcomp_wwee.png manage 12.7 K 19 Feb 2009 - 10:34 FrankGolf  
pngpng metcomp_wwmm.png manage 14.0 K 19 Feb 2009 - 10:34 FrankGolf  
pngpng nchi2_nm1_new.png manage 11.7 K 19 Feb 2009 - 10:26 FrankGolf  
psps nchi2_nm1_new.ps manage 12.5 K 19 Feb 2009 - 10:24 FrankGolf  
pngpng nhits_nm1_new.png manage 11.0 K 19 Feb 2009 - 10:26 FrankGolf  
psps nhits_nm1_new.ps manage 12.2 K 19 Feb 2009 - 10:24 FrankGolf  
pngpng tbrowser_tcmet.png manage 42.3 K 23 Feb 2009 - 13:28 FrankGolf  
txttxt test_cfg.py.txt manage 2.3 K 23 Feb 2009 - 13:21 FrankGolf  
Topic revision: r9 - 24 Feb 2009 - 09:56:40 - FrankGolf

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