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| 3 |
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\section{Results} |
| 4 |
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|
| 5 |
< |
In this section we provide the results of the inclusive and targeted searches. The observed and predicted \MET\ distributions for the |
| 6 |
< |
inclusive analysis are indicated in Fig.~\ref{fig:results_incl}. A summary of the results in the signal regions is provided in |
| 7 |
< |
Table~\ref{tab:results_incl}. Currently we blind the observed data yields for the signal regions, defined by \MET\ $>$ 100 GeV. |
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< |
These yields will be presented when the decision is made to unblind the Z region for the Aachen/ETH low-mass opposite-sign same-flavor |
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dilepton analysis (``edge analysis''). In the low \MET\ region, we observe good agreement between the data and the predicted background, |
| 10 |
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which validates the background estimation methodology. |
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> |
In this section we provide the results of the inclusive and targeted searches. |
| 6 |
> |
The observed and predicted \MET\ distributions for the inclusive analysis are indicated in Fig.~\ref{fig:results_incl}. |
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> |
A summary of the results in the signal regions is provided in Table~\ref{tab:results_incl}. |
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Good agreement is observed between the data and the predicted background over the full \MET\ range. |
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The separate results for the ee and $\mu\mu$ channels are presented in App.~\ref{app:results}. |
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|
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\begin{figure}[!h] |
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\begin{center} |
| 13 |
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\begin{tabular}{cc} |
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< |
\includegraphics[width=0.6\textwidth]{plots/pfmet_all_92fb.pdf} |
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> |
\includegraphics[width=0.6\textwidth]{plots/pfmet_all_19p5fb.pdf} |
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\end{tabular} |
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\caption{Results of the inclusive analysis. The observed \MET\ distribution (black points) is compared with the sum of the predicted \MET\ |
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distributions from \zjets, flavor-symmetric backgrounds, and WZ+ZZ backgrounds. The ratio of observed to predicted yields in each bin is |
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|
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\hline |
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\hline |
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+ |
|
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+ |
%Using pfmet out-of-the-box |
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+ |
%DON'T Apply mjj cut in templates |
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+ |
%WZ/ZZ selection : ((((((leptype==0 && (ee==1 || isdata==0))||(leptype==1 && (mm==1 || isdata==0)))&&(ngennu>0))&&(csc==0 && hbhe==1 && hcallaser==1 && ecaltp==1 && trkfail==1 && eebadsc==1 && hbhenew==1))&&(dilmass>81 && dilmass<101))&&(njets>=2))&&(lep1.pt()>20.0 && lep2.pt()>20.0) |
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%WZ/ZZ weight : weight * 19.5 * vtxweight * trgeff |
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%Opening ../output/V00-02-13/babylooper_data_53X_2012ALL_PhotonStitchedTemplate_pfmet.root |
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%B-veto? 0 |
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%K 0.14 |
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%ee+mm channels: scale em yield by 0.97 |
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%Yields in 0-60 GeV region |
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%data : 410573 |
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+ |
%gjets : 414209 |
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+ |
%OF : 2861.58 |
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+ |
%WZ : 295.321 |
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+ |
%ZZ : 38.722 |
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+ |
%Rare : 31.0719 |
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+ |
%Scaling gjets by : 0.983432 |
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%SF events 419687 |
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%OF events 43832 |
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|
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%ee/#mu#mu events |
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|
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\hline |
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\hline |
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& \MET\ 0--30 GeV & \MET\ 30--60 GeV & \MET\ 60--100 GeV &\MET\ 100--200 GeV &\MET\ 200--300 GeV & \MET\ $>$ 300 GeV \\ |
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\hline |
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< |
\zjets\ bkg &190124 $\pm$ 57038 & 57993 $\pm$ 17399 & 2744 $\pm$ 824 & 123 $\pm$ 37 & 7.4 $\pm$ 2.4 & 1.3 $\pm$ 0.5 \\ |
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< |
FS bkg & 492 $\pm$ 77 & 947 $\pm$ 147 & 981 $\pm$ 152 & 503 $\pm$ 78 & 23.6 $\pm$ 7.1 & 3.0 $\pm$ 1.9 \\ |
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< |
WZ bkg & 61.5 $\pm$ 43.0 & 104.8 $\pm$ 73.4 & 75.4 $\pm$ 52.8 & 41.2 $\pm$ 28.8 & 5.6 $\pm$ 3.9 & 1.6 $\pm$ 1.6 \\ |
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< |
ZZ bkg & 7.6 $\pm$ 3.8 & 16.2 $\pm$ 8.1 & 17.4 $\pm$ 8.7 & 16.1 $\pm$ 8.1 & 3.2 $\pm$ 1.6 & 1.0 $\pm$ 1.0 \\ |
| 67 |
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\hline |
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< |
total bkg &190685 $\pm$ 57038 & 59061 $\pm$ 17400 & 3818 $\pm$ 840 & 683 $\pm$ 92 & 39.9 $\pm$ 8.6 & 6.9 $\pm$ 2.7 \\ |
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data & 190793 & 58953 & 3921 & ? & ? & ? \\ |
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significance & 0.0 & -0.0 & 0.1 & ? & ? & ? \\ |
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\zjets\ bkg &308067 $\pm$ 92421 & 99280 $\pm$ 29785 & 5155 $\pm$ 1547 & 238 $\pm$ 72 & 11.6 $\pm$ 3.6 & 2.8 $\pm$ 1.0 \\ |
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FS bkg & 972 $\pm$ 151 & 1889 $\pm$ 293 & 2022 $\pm$ 314 & 1011 $\pm$ 157 & 50.7 $\pm$ 15.0 & 7.2 $\pm$ 4.3 \\ |
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WZ bkg & 108.9 $\pm$ 54.5 & 186.4 $\pm$ 93.2 & 137.7 $\pm$ 68.9 & 78.7 $\pm$ 39.3 & 11.1 $\pm$ 5.6 & 3.1 $\pm$ 3.1 \\ |
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> |
ZZ bkg & 12.1 $\pm$ 6.1 & 26.6 $\pm$ 13.3 & 29.8 $\pm$ 14.9 & 29.8 $\pm$ 14.9 & 6.2 $\pm$ 3.1 & 2.0 $\pm$ 2.0 \\ |
| 67 |
> |
Rare SM bkg & 10.1 $\pm$ 5.1 & 21.0 $\pm$ 10.5 & 20.6 $\pm$ 10.3 & 17.9 $\pm$ 9.0 & 3.2 $\pm$ 1.6 & 1.1 $\pm$ 1.1 \\ |
| 68 |
> |
\hline |
| 69 |
> |
Total background &309170 $\pm$ 92421 &101403 $\pm$ 29786 & 7365 $\pm$ 1580 & 1375 $\pm$ 178 & 82.8 $\pm$ 16.8 & 16.2 $\pm$ 5.8 \\ |
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> |
Data & 311030 & 99543 & 7578 & 1450 & 79 & 7 \\ |
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> |
% Significance & 0.0$\sigma$ & -0.1$\sigma$ & 0.1$\sigma$ & 0.4$\sigma$ & -0.2$\sigma$ & -1.4$\sigma$ \\ |
| 72 |
|
\hline |
| 73 |
|
\hline |
| 74 |
+ |
|
| 75 |
+ |
%float Zbkg_yield[nbins] = { 237.6 , 11.6 , 2.8 }; |
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+ |
%float Zbkg_err[nbins] = { 71.7 , 3.6 , 1.0 }; |
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+ |
%float OFbkg_yield[nbins] = { 1011.4 , 50.7 , 7.2 }; |
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+ |
%float OFbkg_err[nbins] = { 157.2 , 15.0 , 4.3 }; |
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%float WZbkg_yield[nbins] = { 78.7 , 11.1 , 3.1 }; |
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+ |
%float WZbkg_err[nbins] = { 39.3 , 5.6 , 3.1 }; |
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+ |
%float ZZbkg_yield[nbins] = { 29.8 , 6.2 , 2.0 }; |
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+ |
%float ZZbkg_err[nbins] = { 14.9 , 3.1 , 2.0 }; |
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+ |
%float rarebkg_yield[nbins] = { 17.9 , 3.2 , 1.1 }; |
| 84 |
+ |
%float rarebkg_err[nbins] = { 9.0 , 1.6 , 1.1 }; |
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+ |
%int data_yield[nbins] = { 1450 , 79 , 7 }; |
| 86 |
+ |
|
| 87 |
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\end{tabular} |
| 88 |
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\end{center} |
| 89 |
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\end{table} |
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|
| 91 |
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\clearpage |
| 92 |
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|
| 93 |
< |
The observed and predicted \MET\ distributions for the targeted analysis are indicated in Fig.~\ref{fig:results_targ}. A summary of the |
| 94 |
< |
results in the signal regions is provided in Table~\ref{tab:results_targ}. |
| 95 |
< |
Here the results in the signal regions with \MET $>$ 100 GeV region are also blinded, pending completion of signal optimization studies |
| 96 |
< |
(see Sec.~\ref{sec:optimization}). |
| 61 |
< |
The observed yields are in good agreement with the predicted background the low \MET\ region, validating the background estimation |
| 62 |
< |
methodology. |
| 93 |
> |
The observed and predicted \MET\ distributions for the targeted analysis are indicated in Fig.~\ref{fig:results_targ}. |
| 94 |
> |
A summary of the results in the signal regions is provided in Table~\ref{tab:results_targ}. |
| 95 |
> |
Good agreement is observed between the data and the predicted background over the full \MET\ range. |
| 96 |
> |
The separate results for the ee and $\mu\mu$ channels are presented in App.~\ref{app:results}. |
| 97 |
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|
| 98 |
|
\begin{figure}[!h] |
| 99 |
|
\begin{center} |
| 100 |
|
\begin{tabular}{cc} |
| 101 |
< |
\includegraphics[width=0.5\textwidth]{plots/pfmet_bvetoMedium_all_92fb.pdf} |
| 101 |
> |
\includegraphics[width=0.5\textwidth]{plots/pfmet_bveto_all_19p5fb.pdf} |
| 102 |
|
\end{tabular} |
| 103 |
< |
\caption{Results of the targeted analysis. The observed \MET\ distribution (black points) is compared with the sum of the predicted \MET\ |
| 104 |
< |
distributions from \zjets, flavor-symmetric backgrounds, and WZ+ZZ backgrounds. The ratio of observed to predicted yields in each bin is |
| 103 |
> |
\caption{Results of the $\rm{Z}+{dijet}$ analysis. The observed $\rm{E_{T}^{miss}}$ distribution (black points) is compared with the sum of the predicted $\rm{E_{T}^{miss}}$ |
| 104 |
> |
distributions from $\rm{Z}+\rm{jets}$, flavor-symmetric (FS), sum of WZ and ZZ (WZ+ZZ), and rare SM backgrounds. The ratio of observed to predicted yields in each bin is |
| 105 |
|
indicated. The error bars indicate the statistical uncertainty in the data and the shaded band indicates the total background uncertainty. |
| 106 |
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\label{fig:results_targ} |
| 107 |
|
} |
| 113 |
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\begin{table}[htb] |
| 114 |
|
\begin{center} |
| 115 |
|
\footnotesize |
| 116 |
< |
\caption{\label{tab:results_targ} Summary of results in the targeted analysis. The total background is the sum of the \zjets\ background predicted from |
| 116 |
> |
\caption{\label{tab:results_targ}\footnotesize Summary of results in the targeted analysis. The total background is the sum of the \zjets\ background predicted from |
| 117 |
|
the \MET\ templates method (\zjets\ bkg), the flavor-symmetric background predicted from e$\mu$ events (FS bkg), and the WZ and ZZ backgrounds predicted from MC |
| 118 |
|
(WZ bkg and ZZ bkg). All uncertainties include both the statistical and systematic components. The Gaussian significance of the deviation between the data |
| 119 |
|
and total background is indicated for signal regions with at least 20 observed events. } |
| 120 |
< |
\begin{tabular}{l|c|c|c|c|c} |
| 120 |
> |
\begin{tabular}{l|c|c|c|c} |
| 121 |
|
|
| 122 |
< |
\hline |
| 123 |
< |
\hline |
| 124 |
< |
& \MET\ 0--30 GeV & \MET\ 30--60 GeV & \MET\ 60--80 GeV & \MET\ 80--100 GeV &\MET\ 100--120 GeV \\ |
| 125 |
< |
\hline |
| 126 |
< |
\zjets\ bkg & 52823 $\pm$ 15847 & 14015 $\pm$ 4205 & 433 $\pm$ 130 & 40.9 $\pm$ 12.4 & 7.0 $\pm$ 2.2 \\ |
| 127 |
< |
FS bkg & 41.3 $\pm$ 7.2 & 49.5 $\pm$ 8.6 & 26.4 $\pm$ 4.7 & 17.9 $\pm$ 3.3 & 11.3 $\pm$ 2.2 \\ |
| 128 |
< |
WZ bkg & 9.5 $\pm$ 6.6 & 15.9 $\pm$ 11.2 & 6.6 $\pm$ 4.7 & 3.9 $\pm$ 2.7 & 2.1 $\pm$ 1.5 \\ |
| 129 |
< |
ZZ bkg & 2.1 $\pm$ 1.0 & 4.1 $\pm$ 2.1 & 2.2 $\pm$ 1.1 & 1.8 $\pm$ 0.9 & 1.0 $\pm$ 0.5 \\ |
| 130 |
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\hline |
| 131 |
< |
total bkg & 52876 $\pm$ 15847 & 14085 $\pm$ 4205 & 468 $\pm$ 130 & 64.4 $\pm$ 13.2 & 21.5 $\pm$ 3.5 \\ |
| 132 |
< |
data & 52485 & 14476 & 510 & 56 & ? \\ |
| 133 |
< |
significance & -0.0 & 0.1 & 0.3 & -0.6 & ? \\ |
| 122 |
> |
%Using pfmet out-of-the-box |
| 123 |
> |
%Apply mjj cut in templates |
| 124 |
> |
%WZ/ZZ selection : ((((((((leptype==0 && (ee==1 || isdata==0))||(leptype==1 && (mm==1 || isdata==0)))&&(ngennu>0))&&(csc==0 && hbhe==1 && hcallaser==1 && ecaltp==1 && trkfail==1 && eebadsc==1 && hbhenew==1))&&(dilmass>81 && dilmass<101))&&(njets>=2))&&(lep1.pt()>20.0 && lep2.pt()>20.0))&&(nlep==2))&&(mjj>70.0 && mjj<110.0) |
| 125 |
> |
%WZ/ZZ weight : weight * 19.5 * vtxweight * trgeff |
| 126 |
> |
%Opening ../output/V00-02-13/babylooper_data_53X_2012ALL_PhotonStitchedTemplate_pfmet_bveto_mjjcut.root |
| 127 |
> |
%B-veto? 1 |
| 128 |
> |
%K 0.13 |
| 129 |
> |
%ee+mm channels: scale em yield by 0.97 |
| 130 |
> |
%Yields in 0-60 GeV region |
| 131 |
> |
%data : 97293 |
| 132 |
> |
%gjets : 97486.1 |
| 133 |
> |
%OF : 166.578 |
| 134 |
> |
%WZ : 47.4321 |
| 135 |
> |
%ZZ : 9.52458 |
| 136 |
> |
%Rare : 2.79426 |
| 137 |
> |
%Scaling gjets by : 0.995697 |
| 138 |
> |
%SF events 98295 |
| 139 |
> |
%OF events 2313 |
| 140 |
> |
|
| 141 |
> |
%ee/#mu#mu events |
| 142 |
> |
|
| 143 |
> |
\hline |
| 144 |
> |
\hline |
| 145 |
> |
& \MET\ 0--30 GeV & \MET\ 30--60 GeV & \MET\ 60--80 GeV & \MET\ 80--100 GeV \\ |
| 146 |
> |
\hline |
| 147 |
> |
\zjets\ bkg & 75652 $\pm$ 22696 & 21414 $\pm$ 6425 & 722 $\pm$ 217 & 68.9 $\pm$ 21.2 \\ |
| 148 |
> |
FS bkg & 69.9 $\pm$ 11.9 & 96.7 $\pm$ 16.3 & 48.3 $\pm$ 8.3 & 35.2 $\pm$ 6.2 \\ |
| 149 |
> |
WZ bkg & 17.7 $\pm$ 8.8 & 29.8 $\pm$ 14.9 & 13.0 $\pm$ 6.5 & 7.4 $\pm$ 3.7 \\ |
| 150 |
> |
ZZ bkg & 3.1 $\pm$ 1.5 & 6.4 $\pm$ 3.2 & 3.5 $\pm$ 1.8 & 3.2 $\pm$ 1.6 \\ |
| 151 |
> |
Rare SM bkg & 0.8 $\pm$ 0.4 & 2.0 $\pm$ 1.0 & 1.1 $\pm$ 0.6 & 0.9 $\pm$ 0.5 \\ |
| 152 |
> |
\hline |
| 153 |
> |
Total background & 75744 $\pm$ 22696 & 21549 $\pm$ 6425 & 788 $\pm$ 218 & 116 $\pm$ 22 \\ |
| 154 |
> |
Data & 76302 & 20991 & 809 & 115 \\ |
| 155 |
> |
% Significance & 0.0$\sigma$ & -0.1$\sigma$ & 0.1$\sigma$ & -0.0$\sigma$ \\ |
| 156 |
> |
\hline |
| 157 |
> |
\hline |
| 158 |
> |
&\MET\ 100--120 GeV &\MET\ 120--150 GeV &\MET\ 150--200 GeV & \MET\ $>$ 200 GeV \\ |
| 159 |
> |
\hline |
| 160 |
> |
\zjets\ bkg & 7.8 $\pm$ 2.5 & 4.8 $\pm$ 1.5 & 2.1 $\pm$ 0.7 & 0.5 $\pm$ 0.1 \\ |
| 161 |
> |
FS bkg & 21.9 $\pm$ 4.0 & 13.2 $\pm$ 2.5 & 5.7 $\pm$ 1.6 & 0.8 $\pm$ 0.4 \\ |
| 162 |
> |
WZ bkg & 4.0 $\pm$ 2.0 & 3.3 $\pm$ 1.6 & 2.0 $\pm$ 1.0 & 0.9 $\pm$ 0.9 \\ |
| 163 |
> |
ZZ bkg & 1.9 $\pm$ 1.0 & 2.1 $\pm$ 1.1 & 1.5 $\pm$ 0.8 & 1.4 $\pm$ 1.4 \\ |
| 164 |
> |
Rare SM bkg & 0.4 $\pm$ 0.2 & 0.9 $\pm$ 0.5 & 0.6 $\pm$ 0.3 & 0.4 $\pm$ 0.4 \\ |
| 165 |
> |
\hline |
| 166 |
> |
Total background & 36.1 $\pm$ 5.2 & 24.3 $\pm$ 3.6 & 11.8 $\pm$ 2.2 & 3.9 $\pm$ 1.8 \\ |
| 167 |
> |
Data & 36 & 25 & 13 & 4 \\ |
| 168 |
> |
% Significance & -0.0$\sigma$ & 0.1$\sigma$ & 0.3$\sigma$ & 0.0$\sigma$ \\ |
| 169 |
> |
\hline |
| 170 |
> |
\hline |
| 171 |
> |
|
| 172 |
> |
|
| 173 |
> |
%float Zbkg_yield[nbins] = { 68.9 , 7.8 , 4.8 , 2.1 , 0.5 }; |
| 174 |
> |
%float Zbkg_err[nbins] = { 21.2 , 2.5 , 1.5 , 0.7 , 0.1 }; |
| 175 |
> |
%float OFbkg_yield[nbins] = { 35.2 , 21.9 , 13.2 , 5.7 , 0.8 }; |
| 176 |
> |
%float OFbkg_err[nbins] = { 6.2 , 4.0 , 2.5 , 1.6 , 0.4 }; |
| 177 |
> |
%float WZbkg_yield[nbins] = { 7.4 , 4.0 , 3.3 , 2.0 , 0.9 }; |
| 178 |
> |
%float WZbkg_err[nbins] = { 3.7 , 2.0 , 1.6 , 1.0 , 0.9 }; |
| 179 |
> |
%float ZZbkg_yield[nbins] = { 3.2 , 1.9 , 2.1 , 1.5 , 1.4 }; |
| 180 |
> |
%float ZZbkg_err[nbins] = { 1.6 , 1.0 , 1.1 , 0.8 , 1.4 }; |
| 181 |
> |
%float rarebkg_yield[nbins] = { 0.9 , 0.4 , 0.9 , 0.6 , 0.4 }; |
| 182 |
> |
%float rarebkg_err[nbins] = { 0.5 , 0.2 , 0.5 , 0.3 , 0.4 }; |
| 183 |
> |
%int data_yield[nbins] = { 115 , 36 , 25 , 13 , 4 }; |
| 184 |
|
|
| 101 |
– |
\hline |
| 102 |
– |
\hline |
| 103 |
– |
|
| 104 |
– |
&\MET\ 120--140 GeV &\MET\ 140--160 GeV &\MET\ 160--180 GeV &\MET\ 180--200 GeV & \MET\ $>$ 200 GeV \\ |
| 105 |
– |
\hline |
| 106 |
– |
\zjets\ bkg & 2.6 $\pm$ 0.8 & 0.9 $\pm$ 0.3 & 0.6 $\pm$ 0.2 & 0.7 $\pm$ 0.3 & 0.8 $\pm$ 0.3 \\ |
| 107 |
– |
FS bkg & 5.1 $\pm$ 1.2 & 3.1 $\pm$ 0.8 & 0.9 $\pm$ 0.5 & 0.3 $\pm$ 0.2 & 0.4 $\pm$ 0.3 \\ |
| 108 |
– |
WZ bkg & 1.1 $\pm$ 0.8 & 0.8 $\pm$ 0.6 & 0.4 $\pm$ 0.3 & 0.3 $\pm$ 0.2 & 0.5 $\pm$ 0.5 \\ |
| 109 |
– |
ZZ bkg & 0.8 $\pm$ 0.4 & 0.5 $\pm$ 0.3 & 0.4 $\pm$ 0.2 & 0.2 $\pm$ 0.1 & 0.7 $\pm$ 0.7 \\ |
| 110 |
– |
\hline |
| 111 |
– |
total bkg & 9.7 $\pm$ 1.7 & 5.2 $\pm$ 1.1 & 2.2 $\pm$ 0.6 & 1.4 $\pm$ 0.4 & 2.3 $\pm$ 0.9 \\ |
| 112 |
– |
data & ? & ? & ? & ? & ? \\ |
| 113 |
– |
significance & ? & ? & ? & ? & ? \\ |
| 185 |
|
|
| 115 |
– |
\hline |
| 116 |
– |
\hline |
| 186 |
|
\end{tabular} |
| 187 |
|
\end{center} |
| 188 |
|
\end{table} |
