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\clearpage
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\section{Data vs. MC Comparison in Preselection Region}
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\label{sec:yields}
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In this section we compare the data and MC samples passing the selection described in Sec.~\ref{sec:eventSelection}
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In the following, the MC is reweighted to match the data distribution of number of reconstructed primary vertices.
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%{\bf FIXME: UPDATE TO 5.1/fb VTX-REWEIGHTING, CURRENTLY USING OUTDATED FUNCTION}.
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The trigger efficiencies of Sec.~\ref{sec:datasets} are applied. In all plots, the last bin contains the overflow.
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We begin by counting the inclusive Z yields. Here we require the presence of two selected leptons without
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any additional requirements on jets or \MET. In Fig.~\ref{fig:dilmass} the distribution of dilepton invariant
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mass in the ee and $\mu\mu$ channels is displayed. In Table~\ref{table:zyields} the yields for selected dilepton
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events in the Z mass window are indicated. Good data vs. MC agreement is observed, within the systematic uncertainties
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of integrated luminosity (4.5\%), trigger efficiency (3\%), \zjets\ and \ttbar\ cross sections.
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\begin{figure}[hbt]
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\begin{center}
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\includegraphics[width=1.0\linewidth]{plots/dilmass_19p5fb.pdf}
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\caption{
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\label{fig:dilmass}\protect
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Dilepton mass distribution for events with two selected leptons
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in the ee (left) and $\mu\mu$ (right) final states.}
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%Loading babies at : ../output/V00-02-13
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%Using selection : (((((leptype==0 && (ee==1 || isdata==0))||(leptype==1 && (mm==1 || isdata==0)))||(leptype==2 && (em==1||me==1||isdata==0)))&&(csc==0 && hbhe==1 && hcallaser==1 && ecaltp==1 && trkfail==1 && eebadsc==1 && hbhenew==1))&&(lep1.pt()>20.0 && lep2.pt()>20.0))&&(dilmass>15.0)
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%Using weight : weight * 19.5 * trgeff * vtxweight
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%Plotting var dilmass flavor ee
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%compareDataMC : apply trigeff 1
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%MC yield VVV 46.80
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%MC yield ttV 110.19
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%MC yield WW 3487.10
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%MC yield single top 1798.02
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%MC yield ttbar 18784.90
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%MC yield ZZ 5335.59
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%MC yield WZ 5014.99
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%MC yield zjets 5412155.17
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%MC total yield 5446733.00
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%data yield 5.60839e+06
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%Plotting var dilmass flavor mm
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%compareDataMC : apply trigeff 1
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%Warning in <TROOT::Append>: Replacing existing TH1: htemp (Potential memory leak).
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%MC yield VVV 55.66
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%MC yield ttV 130.83
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%MC yield WW 4360.91
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%MC yield single top 2219.78
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%MC yield ttbar 22376.46
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%MC yield ZZ 6658.82
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%MC yield WZ 6187.59
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%MC yield zjets 7012986.51
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%MC total yield 7054976.50
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%data yield 7.44544e+06
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\end{center}
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\end{figure}
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\begin{table}[htb]
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\begin{center}
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\caption{\label{table:zyields} Data and Monte Carlo yields for events with two selected leptons in the Z mass window. }
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\begin{tabular}{lccccc}
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%Loading babies at : ../output/V00-02-13
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%Using selection : ((((((leptype==0 && (ee==1 || isdata==0))||(leptype==1 && (mm==1 || isdata==0)))||(leptype==2 && (em==1||me==1||isdata==0)))&&(csc==0 && hbhe==1 && hcallaser==1 && ecaltp==1 && trkfail==1 && eebadsc==1 && hbhenew==1))&&(lep1.pt()>20.0 && lep2.pt()>20.0))&&(dilmass>15.0))&&(dilmass>81 && dilmass<101)
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%Using weight : weight * 19.5 * trgeff * vtxweight
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\hline
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\hline
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Sample & ee & $\mu\mu$ & e$\mu$ & total \\
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\hline
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\zjets &4776593 $\pm$ 3391 &6227613 $\pm$ 3627 &2328 $\pm$ 73.9 &11006533 $\pm$ 4966 \\
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\ttbar &3321.1 $\pm$ 45.8 &4014.4 $\pm$ 47.6 &7621.3 $\pm$ 68.7 &14956.8 $\pm$ 95.3 \\
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WW &614.8 $\pm$ 6.0 &773.7 $\pm$ 6.3 &1433.1 $\pm$ 9.0 &2821.7 $\pm$ 12.6 \\
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WZ &4342.7 $\pm$ 7.3 &5411.7 $\pm$ 7.7 &115.3 $\pm$ 1.1 &9869.7 $\pm$ 10.6 \\
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ZZ &4712.8 $\pm$ 9.9 &5906.1 $\pm$ 10.5 & 21.0 $\pm$ 0.3 &10639.8 $\pm$ 14.4 \\
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single top &315.3 $\pm$ 11.9 &388.4 $\pm$ 12.4 &709.5 $\pm$ 17.6 &1413.2 $\pm$ 24.6 \\
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\ttV & 57.4 $\pm$ 1.1 & 68.1 $\pm$ 1.1 & 21.8 $\pm$ 0.7 &147.3 $\pm$ 1.7 \\
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VVV & 30.1 $\pm$ 0.3 & 36.4 $\pm$ 0.4 & 6.9 $\pm$ 0.2 & 73.5 $\pm$ 0.5 \\
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\hline
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total SM MC &4789987.0 $\pm$ 3391.1 &6244211.0 $\pm$ 3627.1 &12256.7 $\pm$ 102.8 &11046454.7 $\pm$ 4966.5 \\
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\hline
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data & 4906970 & 6552612 & 13141 & 11472723 \\
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\hline
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\hline
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\end{tabular}
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\end{center}
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\end{table}
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\clearpage
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We next define the preselection region for the inclusive search using the following requirements:
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\begin{itemize}
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\item Number of jets $\geq$ 2;
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\item Same flavor dileptons (opposite flavor yields will be shown since they are used in data for the FS background estimation);
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\item Dilepton invariant mass $81<m_{\ell\ell}<101$ GeV.
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\end{itemize}
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The dilepton mass distributions in the preselection region of the inclusive search (without the dilepton mass requirement applied)
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for the ee and $\mu\mu$ final states are shown in Figure~\ref{fig:dilmass_2j}. In Table~\ref{table:zyields_2j} the data and MC yields
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in the inclusive preselection region are indicated. Good data vs. MC agreement is observed.
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\begin{figure}[hbt]
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\begin{center}
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\includegraphics[width=1.0\linewidth]{plots/dilmass_2jets_19p5fb.pdf}
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\caption{
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\label{fig:dilmass_2j}\protect
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Dilepton mass distribution for events in the preselection region of the inclusive search
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in the ee (left) and $\mu\mu$ (right) final states.}
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%Loading babies at : ../output/V00-02-13
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%-------------------------------------
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%USING SKIMMED SAMPLES WITH NJETS >= 2
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%-------------------------------------
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%Using selection : ((((((leptype==0 && (ee==1 || isdata==0))||(leptype==1 && (mm==1 || isdata==0)))||(leptype==2 && (em==1||me==1||isdata==0)))&&(csc==0 && hbhe==1 && hcallaser==1 && ecaltp==1 && trkfail==1 && eebadsc==1 && hbhenew==1))&&(lep1.pt()>20.0 && lep2.pt()>20.0))&&(dilmass>15.0))&&(njets>=2)
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%Using weight : weight * 19.5 * trgeff * vtxweight
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%Plotting var dilmass flavor ee
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%compareDataMC : apply trigeff 1
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%MC yield VVV 31.28
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%MC yield ttV 103.46
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%MC yield WW 366.01
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%MC yield single top 722.28
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%MC yield ttbar 14229.66
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%MC yield ZZ 2258.35
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%MC yield WZ 1956.41
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%MC yield zjets 196280.15
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%MC total yield 215947.61
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%data yield 224358
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%Plotting var dilmass flavor mm
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%compareDataMC : apply trigeff 1
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%Warning in <TROOT::Append>: Replacing existing TH1: htemp (Potential memory leak).
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%MC yield VVV 37.07
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%MC yield ttV 123.73
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%MC yield WW 444.00
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%MC yield single top 881.50
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%MC yield ttbar 16957.57
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%MC yield ZZ 2782.22
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%MC yield WZ 2384.37
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%MC yield zjets 246103.06
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%MC total yield 269713.53
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%data yield 281148
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\end{center}
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\end{figure}
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\begin{table}[htb]
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\begin{center}
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\caption{\label{table:zyields_2j} Data and MC yields in the preselection region of the inclusive search.
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}
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\begin{tabular}{lccccc}
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%Loading babies at : ../output/V00-02-13
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%-------------------------------------
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%USING SKIMMED SAMPLES WITH NJETS >= 2
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%-------------------------------------
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%Using selection : (((((((leptype==0 && (ee==1 || isdata==0))||(leptype==1 && (mm==1 || isdata==0)))||(leptype==2 && (em==1||me==1||isdata==0)))&&(csc==0 && hbhe==1 && hcallaser==1 && ecaltp==1 && trkfail==1 && eebadsc==1 && hbhenew==1))&&(lep1.pt()>20.0 && lep2.pt()>20.0))&&(dilmass>15.0))&&(njets>=2))&&(dilmass>81 && dilmass<101)
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%Using weight : weight * 19.5 * trgeff * vtxweight
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\hline
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\hline
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Sample & ee & $\mu\mu$ & e$\mu$ & total \\
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\hline
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\zjets &174022.4 $\pm$ 645.0 &218277.0 $\pm$ 678.9 &86.9 $\pm$ 14.4 &392386.4 $\pm$ 936.5 \\
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\ttbar &2536.3 $\pm$ 40.1 &3058.7 $\pm$ 41.6 &5824.7 $\pm$ 60.1 &11419.7 $\pm$ 83.3 \\
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WW & 59.5 $\pm$ 1.9 & 73.2 $\pm$ 1.9 &134.2 $\pm$ 2.8 &266.9 $\pm$ 3.9 \\
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WZ &1709.7 $\pm$ 4.7 &2098.1 $\pm$ 4.9 & 20.0 $\pm$ 0.4 &3827.8 $\pm$ 6.8 \\
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ZZ &2002.4 $\pm$ 6.9 &2477.2 $\pm$ 7.2 & 4.2 $\pm$ 0.2 &4483.8 $\pm$ 9.9 \\
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single top &121.2 $\pm$ 7.4 &137.7 $\pm$ 7.4 &263.7 $\pm$ 10.7 &522.6 $\pm$ 15.0 \\
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\ttV & 54.9 $\pm$ 1.0 & 65.6 $\pm$ 1.1 & 20.0 $\pm$ 0.6 &140.5 $\pm$ 1.6 \\
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VVV & 21.7 $\pm$ 0.3 & 26.2 $\pm$ 0.3 & 3.4 $\pm$ 0.1 & 51.3 $\pm$ 0.4 \\
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\hline
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total SM MC &180528.1 $\pm$ 646.4 &226213.8 $\pm$ 680.2 &6357.1 $\pm$ 62.7 &413098.9 $\pm$ 940.4 \\
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\hline
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data & 185555 & 234132 & 6231 & 425918 \\
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\hline
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\hline
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\end{tabular}
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\end{center}
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\end{table}
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\clearpage
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We next define the preselection region for the targeted search by adding the following requirements:
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\begin{itemize}
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\item Veto events containing a b-tagged jet;
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\item Dijet invariant mass $70<m_{jj}<110$ GeV;
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\item Veto events containing a third selected lepton (electron or muon) with \pt $>$ 10 GeV;
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\end{itemize}
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The rejection of events with a b-tagged jet strongly suppresses the \ttbar\ background, which is the dominant background in the inclusive search
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after requiring large \MET. The requirement that the jet pair is consistent with originating from W/Z decay is motivated by the fact that we are
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searching for signatures producing V(jj)Z($\ell\ell$)+\MET; this requirement suppresses the \zjets\ and \ttbar\ backgrounds. The veto of events
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containting a third electron or muon suppresses the WZ background, and also serves to make this analyis exclusive with respect to searches in
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the trilepton final state.
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The dilepton mass distributions in the preselection region of the targeted search (without the dilepton mass requirement applied)
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for the ee and $\mu\mu$ final states are shown in Figure~\ref{fig:dilmass_2j_targeted}. In Table~\ref{table:zyields_2j_targeted}
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the data and MC yields in the preselection region are indicated. Good data vs. MC agreement is observed.
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We also show the distribution of dijet mass in the targeted preselection (with the requirement on this quantity removed) in Fig.~\ref{fig:mjj},
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which demonstrates that the MC does a reasonable job of modeling this quantity.
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%-------------------------------------
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% veto b-jets with CSV MEDIUM
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%-------------------------------------
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\begin{figure}[hbt]
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\begin{center}
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\includegraphics[width=1.0\linewidth]{plots/dilmass_targeted_19p5fb.pdf}
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\caption{
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\label{fig:dilmass_2j_targeted}\protect
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Dilepton mass distribution for events in the preselection region of the targeted search
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in the ee (left) and $\mu\mu$ (right) final states.}
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%Loading babies at : ../output/V00-02-13
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%-------------------------------------
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%USING SKIMMED SAMPLES WITH NJETS >= 2
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%-------------------------------------
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%Using selection : (((((((((leptype==0 && (ee==1 || isdata==0))||(leptype==1 && (mm==1 || isdata==0)))||(leptype==2 && (em==1||me==1||isdata==0)))&&(csc==0 && hbhe==1 && hcallaser==1 && ecaltp==1 && trkfail==1 && eebadsc==1 && hbhenew==1))&&(lep1.pt()>20.0 && lep2.pt()>20.0))&&(dilmass>15.0))&&(njets>=2))&&(nbcsvm==0))&&(mjj>70.0 && mjj<110.0))&&(nlep==2)
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%Using weight : weight * 19.5 * trgeff * vtxweight
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%Plotting var dilmass flavor ee
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%compareDataMC : apply trigeff 1
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%MC yield VVV 5.81
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%MC yield ttV 3.52
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%MC yield WW 65.58
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%MC yield single top 39.09
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%MC yield ttbar 515.71
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%MC yield ZZ 876.67
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%MC yield WZ 597.84
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%MC yield zjets 47170.90
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%MC total yield 49275.13
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%data yield 50069
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%Plotting var dilmass flavor mm
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%compareDataMC : apply trigeff 1
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%Warning in <TROOT::Append>: Replacing existing TH1: htemp (Potential memory leak).
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%MC yield VVV 6.89
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%MC yield ttV 3.44
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%MC yield WW 80.43
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%MC yield single top 51.21
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%MC yield ttbar 561.84
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%MC yield ZZ 1074.99
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%MC yield WZ 735.13
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%MC yield zjets 59467.12
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%MC total yield 61981.05
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%data yield 62950
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\end{center}
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\end{figure}
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\begin{table}[htb]
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\begin{center}
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\caption{\label{table:zyields_2j_targeted} Data and MC yields in the preselection region of the targeted search.
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}
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\begin{tabular}{lccccc}
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%Loading babies at : ../output/V00-02-13
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%-------------------------------------
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%USING SKIMMED SAMPLES WITH NJETS >= 2
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%-------------------------------------
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%Using selection : ((((((((((leptype==0 && (ee==1 || isdata==0))||(leptype==1 && (mm==1 || isdata==0)))||(leptype==2 && (em==1||me==1||isdata==0)))&&(csc==0 && hbhe==1 && hcallaser==1 && ecaltp==1 && trkfail==1 && eebadsc==1 && hbhenew==1))&&(lep1.pt()>20.0 && lep2.pt()>20.0))&&(dilmass>15.0))&&(njets>=2))&&(nbcsvm==0))&&(mjj>70.0 && mjj<110.0))&&(nlep==2))&&(dilmass>81 && dilmass<101)
|
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%Using weight : weight * 19.5 * trgeff * vtxweight
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|
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\hline
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\hline
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Sample & ee & $\mu\mu$ & e$\mu$ & total \\
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\hline
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\zjets &41811.7 $\pm$ 316.2 &52620.2 $\pm$ 333.3 & 19.4 $\pm$ 6.9 &94451.2 $\pm$ 459.4 \\
|
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\ttbar & 99.9 $\pm$ 8.0 & 95.8 $\pm$ 7.3 &215.1 $\pm$ 11.5 &410.8 $\pm$ 15.8 \\
|
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WW & 11.0 $\pm$ 0.8 & 14.1 $\pm$ 0.8 & 25.8 $\pm$ 1.2 & 50.9 $\pm$ 1.7 \\
|
| 276 |
WZ &525.4 $\pm$ 2.6 &648.5 $\pm$ 2.7 & 3.1 $\pm$ 0.2 &1177.0 $\pm$ 3.8 \\
|
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ZZ &779.2 $\pm$ 4.3 &957.9 $\pm$ 4.5 & 0.8 $\pm$ 0.1 &1737.9 $\pm$ 6.3 \\
|
| 278 |
single top & 9.1 $\pm$ 2.1 & 8.7 $\pm$ 1.8 & 14.0 $\pm$ 2.4 & 31.9 $\pm$ 3.7 \\
|
| 279 |
\ttV & 1.6 $\pm$ 0.2 & 1.7 $\pm$ 0.2 & 0.8 $\pm$ 0.1 & 4.1 $\pm$ 0.3 \\
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| 280 |
VVV & 3.4 $\pm$ 0.1 & 4.2 $\pm$ 0.1 & 0.9 $\pm$ 0.1 & 8.5 $\pm$ 0.2 \\
|
| 281 |
\hline
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| 282 |
total SM MC &43241.2 $\pm$ 316.3 &54351.0 $\pm$ 333.4 &280.0 $\pm$ 13.7 &97872.2 $\pm$ 459.8 \\
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\hline
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data & 43444 & 54851 & 275 & 98570 \\
|
| 285 |
\hline
|
| 286 |
\hline
|
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\end{tabular}
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\end{center}
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\end{table}
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\clearpage
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\begin{figure}[hbt]
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\begin{center}
|
| 299 |
\includegraphics[width=1.0\linewidth]{plots/mjj_targeted_19p5fb.pdf}
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| 300 |
\caption{
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| 301 |
\label{fig:mjj}\protect
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| 302 |
Distributions of dijet mass for the targeted preselection in the ee (left), $\mu\mu$ (middle) and e$\mu$ (right) final state.
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}
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| 304 |
\end{center}
|
| 305 |
\end{figure}
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%Loading babies at : ../output/V00-02-13
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%-------------------------------------
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%USING SKIMMED SAMPLES WITH NJETS >= 2
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%-------------------------------------
|
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|
| 312 |
%Using selection : (((((((((leptype==0 && (ee==1 || isdata==0))||(leptype==1 && (mm==1 || isdata==0)))||(leptype==2 && (em==1||me==1||isdata==0)))&&(csc==0 && hbhe==1 && hcallaser==1 && ecaltp==1 && trkfail==1 && eebadsc==1 && hbhenew==1))&&(lep1.pt()>20.0 && lep2.pt()>20.0))&&(dilmass>15.0))&&(njets>=2))&&(nbcsvm==0))&&(nlep==2))&&(dilmass>81 && dilmass<101)
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%Using weight : weight * 19.5 * trgeff * vtxweight
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%Plotting var mjj flavor ee
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| 315 |
%compareDataMC : apply trigeff 1
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| 316 |
%MC yield VVV 13.74
|
| 317 |
%MC yield ttV 7.88
|
| 318 |
%MC yield WW 54.58
|
| 319 |
%MC yield single top 31.79
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| 320 |
%MC yield ttbar 430.86
|
| 321 |
%MC yield ZZ 1525.36
|
| 322 |
%MC yield WZ 1454.36
|
| 323 |
%MC yield zjets 156740.32
|
| 324 |
%MC total yield 160258.89
|
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%data yield 162621
|
| 326 |
%Plotting var mjj flavor mm
|
| 327 |
%compareDataMC : apply trigeff 1
|
| 328 |
%MC yield VVV 16.73
|
| 329 |
%MC yield ttV 9.35
|
| 330 |
%MC yield WW 66.32
|
| 331 |
%MC yield single top 37.51
|
| 332 |
%MC yield ttbar 503.49
|
| 333 |
%MC yield ZZ 1878.14
|
| 334 |
%MC yield WZ 1778.58
|
| 335 |
%MC yield zjets 196225.75
|
| 336 |
%MC total yield 200515.88
|
| 337 |
%data yield 204531
|
| 338 |
%Plotting var mjj flavor em
|
| 339 |
%compareDataMC : apply trigeff 1
|
| 340 |
%MC yield VVV 2.57
|
| 341 |
%MC yield ttV 3.16
|
| 342 |
%MC yield WW 121.17
|
| 343 |
%MC yield single top 68.54
|
| 344 |
%MC yield ttbar 1055.70
|
| 345 |
%MC yield ZZ 2.24
|
| 346 |
%MC yield WZ 13.62
|
| 347 |
%MC yield zjets 74.64
|
| 348 |
%MC total yield 1341.64
|
| 349 |
%data yield 1363
|
| 350 |
|
| 351 |
|
