ttbar τ + jets : Update on QCD Estimation
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Transcript of ttbar τ + jets : Update on QCD Estimation
ttbar τ + jets:Update on QCD Estimation
William EdsonSUNY at Albany
No MET Fit Selection Results for Fit:
Signal Fraction: 0.847182±0.0634855
Chi2: 46.8597 Meas. Used: 57 σ:
208.927±15.656pb Ensemble Results:
Mean: 0.760173±0.00269476
chi2: 11.5963
Using Serban’s Suggestion of Randomizing Full Data Histogram
mean: 0.584753±0.00156137 sigma: 0.0490295Chi2: 8.17953 NDF: 12
Using Brad’s Suggestion of Using Random Filled TFunction as QCD Template During Fitting Process
mean: 0.944558±0.00105631 sigma: 0.0327505Chi2: 14.6119 NDF: 7
Comparison of Ensemble Data to Real Data
Highest pT bjet Second pT bjet
Comparison of Ensemble Data to Real Data
Dijet MET
Comparison of Ensemble Data to Real Data
Closest Top Mass Reconstruction
Back-up
Histograms Used in Fit Comparisons
MET
Dijet Mass
Histograms Used in Fit ComparisonsHighest pT bjet Reconstruction
2nd Highest pT bjet ReconstructionThe other background histograms titled incorrectly due to error in the analysis code, has been corrected.
Fit With Only 1 Histogram Highest:
Signal Fraction: 0.796408±0.130703 Chi2: 15.64128
2nd bjet: Signal Fraction: 0.806464±0.101722 Chi2: 19.81387
Dijet: Signal Fraction: 0.941796±0.0986423 Chi2: 10.4168
MET Signal Fraction: 0.620279±0.044591 Chi2: 20.35018
New Fits for Ensemble Tests
Cutflow C0: GRL C1: Trigger C2: Primary vertex with ntracks > 4 C3: Electron/muon overlap, larVeto C4: Jet cleaning C5: Lepton Veto C6: tau n ≥ 1 C7: njets >= 4 with eta < 2.5 and |jvf| > 0.75 C8: MET > 60GeV C9: MT < 80GeV C10: >= 1 bjet C11: Trigger matched tau n ≥ 1 and pT >= 40GeV C12: MC tau object match
Chi-squared minimization Equation:
N(x): total number of events of type x for distribution n(x)i: number of events in bin of type x frac(Sig): fraction of N(Remain) expected to be Signal binfrac(x)i: fraction of events in bin of type x
expected from MC or template σi: uncertainty in bin i
2
i
iiii2
σ)n(OB)D)binfrac(QC*N(Remain)*frac(QCD)g)binfrac(si*N(Remain)*(frac(Sig)n(Data)χ
N(OB) - N(Data) N(Remain)
frac(Sig) - 1 frac(QCD)
Chi-squared minimization cont. σi determined using factors for:
bin error: data signal, MC QCD template other backgrounds, MC
statistical error: data: signal region other backgrounds, MC signal, MC QCD template (uncertainty of background region data
and all MC background region carried through via default SumW2
Highest pT bjet reconstruction Results for plot:
chi-square: 18.798 p-value: 0.4044 ndf: 18 chi/ndf: 1.044
2nd Highest pT bjet reconstruction
Results for plot: chi-square: 20.82 p-value: 0.2346 ndf: 17 chi/ndf: 1.225
Dijet Mass reconstruction Results for plot:
chi-square: 12.06 p-value: 0.8829 ndf: 19 chi/ndf: 0.6347
Closest pT bjet reconstruction Results for plot:
chi-square: 8.373 p-value: 0.93697 ndf: 16 chi/ndf: 0.5233
New Event Selection VerificationCut Sig
EvtsFakes Sig Eff. Fake
RatioRej
Fact.Sig/
sqrt(Bkgd)
Sig/Sqrt(Sig
+Bkgd)
C5Lep Veto
9137 7180594
- - - 3.410 3.408
C6ntaus >
0
9137 1304359
1 0.1817 0.007004
8.000 7.974
C7njets
5051 365445 0.5528 0.2802 0.02500 8.355 8.298
C8MET
4104 36622 0.8125 0.1002 0.1379 21.45 20.34
C9MT
2995 18708 0.7298 0.5108 0.2194 21.90 20.33
C10bjet
2604 4159 0.8694 0.2223 0.7201 40.38 31.66
C12Trig
match
1480 536 0.5684 0.1289 4.858 63.93 32.96
Linear Fit To Mean Values
y(0): 0.0121648±0.00477388 slope: 0.927763±0.00910238chi2: 7.63631 NDF: 7
Linear Fit To All Fractions
y(0): 0.00762894±0.00158121 slope: 0.935856±0.00280988chi2: 42.6259 NDF: 8998
MT Plots
Function Fits of QCD Templates
Mean: 171.283 ± 5.986
Proceeding Acceptance and Efficiency Work
Efficiency: Limiting to events in 105200 sample satisfying: contain truth matched taus single prong muonVeto and eleBDTMedium == 0 calo-seeded taus
Acceptance: Using all MC types Nrec: MC events passing entire cutflow Ngen: 105200 events using mc and trueTau branch
information matched to single prong, BDTJetScore > 0.7 taus
start
pass
NN
Eff gen
rec
NNAcc