cmsnotes/ZMet2012/results.tex

\clearpage

\section{Results}

In this section we provide the results of the inclusive and targeted searches. 
The observed and predicted \MET\ distributions for the inclusive analysis are indicated in Fig.~\ref{fig:results_incl}. 
A summary of the results in the signal regions is provided in Table~\ref{tab:results_incl}. 
Good agreement is observed between the data and the predicted background over the full \MET\ range.
The separate results for the ee and $\mu\mu$ channels are presented in App.~\ref{app:results}.

\begin{figure}[!h]
\begin{center}
\begin{tabular}{cc}
\includegraphics[width=0.6\textwidth]{plots/pfmet_all_19p5fb.pdf}
\end{tabular}
\caption{Results of the inclusive analysis. The observed \MET\ distribution (black points) is compared with the sum of the predicted \MET\
distributions from \zjets, flavor-symmetric backgrounds, and WZ+ZZ backgrounds. The ratio of observed to predicted yields in each bin is
indicated. The error bars indicate the statistical uncertainty in the data and the shaded band indicates the total background uncertainty.
\label{fig:results_incl}
}
\end{center}
\end{figure}


\begin{table}[htb]
\begin{center}
\footnotesize
\caption{\label{tab:results_incl} Summary of results in the inclusive analysis. The total background is the sum of the \zjets\ background predicted from
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
(WZ bkg and ZZ bkg). All uncertainties include both the statistical and systematic components. The Gaussian significance of the deviation between the data 
and total background is indicated for signal regions with at least 20 observed events. }
\begin{tabular}{l|c|c|c|c|c|c}


%Using pfmet out-of-the-box
%DON'T Apply mjj cut in templates
%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)
%WZ/ZZ weight    : weight * 19.5 * vtxweight * trgeff
%Opening ../output/V00-02-13/babylooper_data_53X_2012ALL_PhotonStitchedTemplate_pfmet.root
%B-veto?   0
%K         0.14
%ee+mm channels: scale em yield by 0.97
%Yields in 0-60 GeV region
%data   : 410573
%gjets  : 414439
%OF     : 2861.58
%WZ     : 295.321
%ZZ     : 38.722
%Rare   : 31.0719
%Scaling gjets by : 0.982887
%SF events 419687
%OF events 43832

%ee/#mu#mu events

\hline
\hline

                      &   \MET\ 0--30 GeV   &  \MET\ 30--60 GeV   & \MET\ 60--100 GeV   &\MET\ 100--200 GeV   &\MET\ 200--300 GeV   & \MET\ $>$ 300 GeV  \\
\hline
        \zjets\ bkg   &309185 $\pm$ 92757   & 98161 $\pm$ 29449   &   4971 $\pm$ 1492   &      222 $\pm$ 67   &    11.3 $\pm$ 3.5   &     2.6 $\pm$ 1.0  \\
             FS bkg   &     972 $\pm$ 151   &    1889 $\pm$ 293   &    2022 $\pm$ 314   &    1011 $\pm$ 157   &   50.7 $\pm$ 15.0   &     7.2 $\pm$ 4.3  \\
             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  \\
             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  \\
        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  \\
\hline
          total bkg   &310289 $\pm$ 92757   &100284 $\pm$ 29451   &   7180 $\pm$ 1526   &    1360 $\pm$ 176   &   82.5 $\pm$ 16.8   &    16.0 $\pm$ 5.8  \\
               data   &            311030   &             99543   &              7578   &              1450   &                79   &                 7  \\
%       significance   &       0.0$\sigma$   &      -0.0$\sigma$   &       0.3$\sigma$   &       0.5$\sigma$   &      -0.2$\sigma$   &      -1.4$\sigma$  \\
\hline
\hline


%float Zbkg_yield[nbins]    = { 222.4 , 11.3 ,     2.6  };
%float Zbkg_err[nbins]      = { 67.3 ,  3.5 ,     1.0  };
%float OFbkg_yield[nbins]   = { 1011.4 , 50.7 ,     7.2  };
%float OFbkg_err[nbins]     = { 157.2 , 15.0 ,     4.3  };
%float WZbkg_yield[nbins]   = { 78.7 , 11.1 ,     3.1  };
%float WZbkg_err[nbins]     = { 39.3 ,  5.6 ,     3.1  };
%float ZZbkg_yield[nbins]   = { 29.8 ,  6.2 ,     2.0  };
%float ZZbkg_err[nbins]     = { 14.9 ,  3.1 ,     2.0  };
%float rarebkg_yield[nbins] = { 17.9 ,  3.2 ,     1.1  };
%float rarebkg_err[nbins]   = {  9.0 ,  1.6 ,     1.1  };
%int   data_yield[nbins]    = { 1450 ,   79 ,       7  };


\end{tabular}
\end{center}
\end{table}

\clearpage

The observed and predicted \MET\ distributions for the targeted analysis are indicated in Fig.~\ref{fig:results_targ}. 
The dilepton mass distribution in data is also presented. In this plot, the \zjets\ dilepton mass shape is taken from MC
and normalized to match the data-driven prediction in the dilepton mass window 81--101~GeV. The flavor-symmetric background
is estimated from e$\mu$ events, and the WZ, ZZ, and rare backgrounds are from MC.
A summary of the results in the signal regions is provided in Table~\ref{tab:results_targ}. 
Good agreement is observed between the data and the predicted background over the full \MET\ range.
The separate results for the ee and $\mu\mu$ channels are presented in App.~\ref{app:results}.

\begin{figure}[!h]
\begin{center}
\begin{tabular}{cc}
\includegraphics[width=0.49\textwidth]{plots/ZDIJET_metDistribution.pdf} %
\includegraphics[width=0.49\textwidth]{plots/ZDIJET_mllDistribution.pdf}
\end{tabular}
\caption{The \MET\ distribution after the dilepton mass requirement (left) and the dilepton mass distribution after the signal region requirement \MET\ $>$ 80 GeV, 
for the $\rm{Z}+{dijet}$ analysis. The observed distribution in data
(black points) is compared with the sum of the predicted distributions from $\rm{Z}+\rm{jets}$, flavor-symmetric, sum of WZ and ZZ, and rare SM backgrounds. 
The ratio of observed to predicted yields in each bin is
indicated. The error bars indicate the statistical uncertainty in the data and the shaded band indicates the total background uncertainty.
\label{fig:results_targ}
}
\end{center}
\end{figure}


\begin{table}[htb]
\begin{center}
\footnotesize
\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
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
(WZ bkg and ZZ bkg). All uncertainties include both the statistical and systematic components. The Gaussian significance of the deviation between the data 
and total background is indicated for signal regions with at least 20 observed events. }
\begin{tabular}{l|c|c|c|c}


%Using pfmet out-of-the-box
%Apply mjj cut in templates
%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))&&(nbcsvm==0))&&(nlep==2))&&(mjj>70.0 && mjj<110.0)
%WZ/ZZ weight    : weight * 19.5 * vtxweight * trgeff
%Opening ../output/V00-02-13/babylooper_data_53X_2012ALL_PhotonStitchedTemplate_pfmet_bveto_mjjcut.root
%B-veto?   1
%K         0.13
%ee+mm channels: scale em yield by 0.97
%Yields in 0-60 GeV region
%data   : 97293
%gjets  : 97526.9
%OF     : 166.578
%WZ     : 43.225
%ZZ     : 8.81897
%Rare   : 1.45917
%Scaling gjets by : 0.995345
%SF events 98295
%OF events 2313

%ee/#mu#mu events

\hline
\hline
                      &   \MET\ 0--30 GeV   &  \MET\ 30--60 GeV   &  \MET\ 60--80 GeV   & \MET\ 80--100 GeV     \\
\hline
\hline
        \zjets\ bkg   &  75839 $\pm$ 3042   &   21234 $\pm$ 859   &     690 $\pm$ 154   &   64.5 $\pm$ 22.2     \\
             FS bkg   &   69.9 $\pm$ 11.9   &   96.7 $\pm$ 16.3   &    48.3 $\pm$ 8.3   &    35.2 $\pm$ 6.2     \\
             WZ bkg   &    16.1 $\pm$ 8.1   &   27.1 $\pm$ 13.5   &    11.8 $\pm$ 5.9   &     6.8 $\pm$ 3.4     \\
             ZZ bkg   &     2.9 $\pm$ 1.4   &     6.0 $\pm$ 3.0   &     3.3 $\pm$ 1.7   &     2.8 $\pm$ 1.4     \\
        Rare SM bkg   &     0.5 $\pm$ 0.2   &     1.0 $\pm$ 0.5   &     0.6 $\pm$ 0.3   &     0.5 $\pm$ 0.2     \\
\hline
          Total bkg   &  75929 $\pm$ 3042   &   21364 $\pm$ 859   &     754 $\pm$ 154   &      110 $\pm$ 23     \\
               Data   &             76302   &             20991   &               809   &               115     \\
      %significance   &       0.1$\sigma$   &      -0.4$\sigma$   &       0.4$\sigma$   &       0.2$\sigma$     \\
\hline
\hline
                      &\MET\ 100--120 GeV   &\MET\ 120--150 GeV   &\MET\ 150--200 GeV   & \MET\ $>$ 200 GeV  \\
\hline
\hline
        \zjets\ bkg   &     7.8 $\pm$ 3.1   &     3.7 $\pm$ 1.6   &     2.0 $\pm$ 1.0   &     0.4 $\pm$ 0.3  \\
             FS bkg   &    21.9 $\pm$ 4.0   &    13.2 $\pm$ 2.5   &     5.7 $\pm$ 1.6   &     0.8 $\pm$ 0.4  \\
             WZ bkg   &     3.7 $\pm$ 1.9   &     2.9 $\pm$ 1.5   &     1.9 $\pm$ 0.9   &     0.9 $\pm$ 0.4  \\
             ZZ bkg   &     1.8 $\pm$ 0.9   &     1.9 $\pm$ 0.9   &     1.4 $\pm$ 0.7   &     1.3 $\pm$ 0.7  \\
        Rare SM bkg   &     0.2 $\pm$ 0.1   &     0.4 $\pm$ 0.2   &     0.4 $\pm$ 0.2   &     0.3 $\pm$ 0.1  \\
\hline
          Total bkg   &    35.4 $\pm$ 5.5   &    22.2 $\pm$ 3.5   &    11.3 $\pm$ 2.2   &     3.6 $\pm$ 1.0  \\
               Data   &                36   &                25   &                13   &                 4  \\
      %significance   &       0.1$\sigma$   &       0.5$\sigma$   &       0.4$\sigma$   &       0.2$\sigma$  \\
\hline
\hline


%float Zbkg_yield[nbins]    = { 64.5 ,  7.8 ,  3.7 ,  2.0 ,     0.4  };
%float Zbkg_err[nbins]      = { 22.2 ,  3.1 ,  1.6 ,  1.0 ,     0.3  };
%float OFbkg_yield[nbins]   = { 35.2 , 21.9 , 13.2 ,  5.7 ,     0.8  };
%float OFbkg_err[nbins]     = {  6.2 ,  4.0 ,  2.5 ,  1.6 ,     0.4  };
%float WZbkg_yield[nbins]   = {  6.8 ,  3.7 ,  2.9 ,  1.9 ,     0.9  };
%float WZbkg_err[nbins]     = {  3.4 ,  1.9 ,  1.5 ,  0.9 ,     0.4  };
%float ZZbkg_yield[nbins]   = {  2.8 ,  1.8 ,  1.9 ,  1.4 ,     1.3  };
%float ZZbkg_err[nbins]     = {  1.4 ,  0.9 ,  0.9 ,  0.7 ,     0.7  };
%float rarebkg_yield[nbins] = {  0.5 ,  0.2 ,  0.4 ,  0.4 ,     0.3  };
%float rarebkg_err[nbins]   = {  0.2 ,  0.1 ,  0.2 ,  0.2 ,     0.1  };
%int   data_yield[nbins]    = {  115 ,   36 ,   25 ,   13 ,       4  };


\end{tabular}
\end{center}
\end{table}

\clearpage

\begin{figure}[!h]
\begin{center}
\begin{tabular}{cc}
\includegraphics[width=0.49\textwidth]{plots/met_metall.pdf}
\end{tabular}
\caption{The \MET\ distribution after the dilepton mass requirement in the high dijet mass control region. The observed distribution in data
(black points) is compared with the sum of the predicted distributions from $\rm{Z}+\rm{jets}$, flavor-symmetric, sum of WZ and ZZ, and rare SM backgrounds. 
The ratio of observed to predicted yields in each bin is
indicated. The error bars indicate the statistical uncertainty in the data and the shaded band indicates the total background uncertainty.
\label{fig:results_targ_control}
}
\end{center}
\end{figure}

\begin{table}[htb]
\begin{center}
\footnotesize
\caption{\label{tab:results_targ_control}\footnotesize Summary of results in the targeted analysis, in the high dijet mass control region.
The total background is the sum of the \zjets\ background predicted from
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
(WZ bkg and ZZ bkg). All uncertainties include both the statistical and systematic components. The Gaussian significance of the deviation between the data 
and total background is indicated for signal regions with at least 20 observed events. }
\begin{tabular}{l|c|c|c|c}


\hline
\hline
                      &   \MET\ 0--30 GeV   &  \MET\ 30--60 GeV   &  \MET\ 60--80 GeV   & \MET\ 80--100 GeV     \\

\hline

\hline
    \zjets\ bkg & 157408.0 $\pm$ 6301.0 & 53665.9 $\pm$ 2151.3 & 2701.0 $\pm$ 595.0 & 358.6 $\pm$ 118.8   \\
         FS bkg & 180.2 $\pm$ 30.1 & 290.8 $\pm$ 48.4 & 167.2 $\pm$ 28.0 & 123.8 $\pm$ 20.8   \\
         WZ bkg & 41.6 $\pm$ 20.8 & 69.9 $\pm$ 35.0 & 33.4 $\pm$ 16.7 &  21.0 $\pm$ 10.5   \\
         ZZ bkg &   6.6 $\pm$ 3.3 &  14.8 $\pm$ 7.4 &   9.4 $\pm$ 4.7 &    7.8 $\pm$ 3.9   \\
    Rare SM bkg &   1.4 $\pm$ 0.7 &   2.8 $\pm$ 1.4 &   1.7 $\pm$ 0.9 &    1.3 $\pm$ 0.7   \\
\hline
      Total bkg & 157637.7 $\pm$ 6301.1 & 54044.1 $\pm$ 2152.2 & 2912.7 $\pm$ 595.9 & 512.6 $\pm$ 121.1   \\
           Data &          158074 &           53608 &            2983 &               562  \\


\hline
\hline
                      &\MET\ 100--120 GeV   &\MET\ 120--150 GeV   &\MET\ 150--200 GeV   & \MET\ $>$ 200 GeV  \\
\hline
\hline

    \zjets\ bkg & 81.7 $\pm$ 27.3 & 52.0 $\pm$ 17.9 &  20.0 $\pm$ 6.9 &    9.5 $\pm$ 3.4   \\
         FS bkg & 72.5 $\pm$ 12.3 &  55.1 $\pm$ 9.5 &  31.4 $\pm$ 7.7 &   15.9 $\pm$ 6.3   \\
         WZ bkg &  13.6 $\pm$ 6.8 &  11.6 $\pm$ 5.8 &   9.7 $\pm$ 4.9 &    7.2 $\pm$ 3.6   \\
         ZZ bkg &   6.0 $\pm$ 3.0 &   6.2 $\pm$ 3.1 &   5.9 $\pm$ 3.0 &    5.6 $\pm$ 2.8   \\
    Rare SM bkg &   1.0 $\pm$ 0.5 &   1.1 $\pm$ 0.5 &   0.9 $\pm$ 0.5 &    1.0 $\pm$ 0.5   \\
\hline
      Total bkg & 174.8 $\pm$ 30.9 & 126.0 $\pm$ 21.3 & 67.9 $\pm$ 11.8 &   39.2 $\pm$ 8.5   \\
           Data &             214 &             107 &              62 &                38  \\

\hline
\hline

\end{tabular}
\end{center}
\end{table}

\clearpage

\begin{figure}[!h]
\begin{center}
\begin{tabular}{cc}
\includegraphics[width=0.6\textwidth]{plots/pfmet_all_19p5fb_zoom100.pdf}
\end{tabular}
\caption{ Results for the inclusive analysis, the same as Fig.~\ref{fig:results_incl} but zoomed in on the signal region \MET\ $>$ 100 GeV and on linear scale.
\label{fig:results_incl_zoom}
}
\end{center}
\end{figure}

\begin{figure}[!h]
\begin{center}
\begin{tabular}{cc}
\includegraphics[width=0.6\textwidth]{plots/pfmet_bveto_all_19p5fb_zoom80.pdf}
\end{tabular}
\caption{ Results for the targeted analysis, the same as Fig.~\ref{fig:results_targ} but zoomed in on the signal region \MET\ $>$ 80 GeV and on linear scale.
\label{fig:results_targ_zoom}
}
\end{center}
\end{figure}

\clearpage
Revision:	1.22
Committed:	Tue Apr 2 17:11:51 2013 UTC (12 years, 1 month ago) by benhoob
Content type:	application/x-tex
Branch:	MAIN
CVS Tags:	v12, v11, HEAD
Changes since 1.21:	+27 -22 lines
Log Message:	update results with btagging applied to MC and overflow bin fixed
#	User	Rev	Content
1	benhoob	1.1	\clearpage
2
3			\section{Results}
4
5	benhoob	1.5	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}.
7			A summary of the results in the signal regions is provided in Table~\ref{tab:results_incl}.
8			Good agreement is observed between the data and the predicted background over the full \MET\ range.
9	benhoob	1.12	The separate results for the ee and $\mu\mu$ channels are presented in App.~\ref{app:results}.
10	benhoob	1.1
11			\begin{figure}[!h]
12			\begin{center}
13			\begin{tabular}{cc}
14	benhoob	1.11	\includegraphics[width=0.6\textwidth]{plots/pfmet_all_19p5fb.pdf}
15	benhoob	1.1	\end{tabular}
16			\caption{Results of the inclusive analysis. The observed \MET\ distribution (black points) is compared with the sum of the predicted \MET\
17			distributions from \zjets, flavor-symmetric backgrounds, and WZ+ZZ backgrounds. The ratio of observed to predicted yields in each bin is
18			indicated. The error bars indicate the statistical uncertainty in the data and the shaded band indicates the total background uncertainty.
19			\label{fig:results_incl}
20			}
21			\end{center}
22			\end{figure}
23
24
25
26			\begin{table}[htb]
27			\begin{center}
28			\footnotesize
29			\caption{\label{tab:results_incl} Summary of results in the inclusive analysis. The total background is the sum of the \zjets\ background predicted from
30			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
31			(WZ bkg and ZZ bkg). All uncertainties include both the statistical and systematic components. The Gaussian significance of the deviation between the data
32			and total background is indicated for signal regions with at least 20 observed events. }
33			\begin{tabular}{l\|c\|c\|c\|c\|c\|c}
34
35	benhoob	1.4
36	benhoob	1.11	%Using pfmet out-of-the-box
37			%DON'T Apply mjj cut in templates
38			%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)
39			%WZ/ZZ weight : weight * 19.5 * vtxweight * trgeff
40			%Opening ../output/V00-02-13/babylooper_data_53X_2012ALL_PhotonStitchedTemplate_pfmet.root
41			%B-veto? 0
42			%K 0.14
43			%ee+mm channels: scale em yield by 0.97
44			%Yields in 0-60 GeV region
45			%data : 410573
46	benhoob	1.15	%gjets : 414439
47	benhoob	1.11	%OF : 2861.58
48			%WZ : 295.321
49			%ZZ : 38.722
50			%Rare : 31.0719
51	benhoob	1.15	%Scaling gjets by : 0.982887
52	benhoob	1.11	%SF events 419687
53			%OF events 43832
54	benhoob	1.4
55	benhoob	1.11	%ee/#mu#mu events
56
57			\hline
58			\hline
59	benhoob	1.15
60	benhoob	1.3	& \MET\ 0--30 GeV & \MET\ 30--60 GeV & \MET\ 60--100 GeV &\MET\ 100--200 GeV &\MET\ 200--300 GeV & \MET\ $>$ 300 GeV \\
61	benhoob	1.8	\hline
62	benhoob	1.15	\zjets\ bkg &309185 $\pm$ 92757 & 98161 $\pm$ 29449 & 4971 $\pm$ 1492 & 222 $\pm$ 67 & 11.3 $\pm$ 3.5 & 2.6 $\pm$ 1.0 \\
63	benhoob	1.11	FS bkg & 972 $\pm$ 151 & 1889 $\pm$ 293 & 2022 $\pm$ 314 & 1011 $\pm$ 157 & 50.7 $\pm$ 15.0 & 7.2 $\pm$ 4.3 \\
64			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 \\
65			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 \\
66	benhoob	1.15	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 \\
67	benhoob	1.11	\hline
68	benhoob	1.15	total bkg &310289 $\pm$ 92757 &100284 $\pm$ 29451 & 7180 $\pm$ 1526 & 1360 $\pm$ 176 & 82.5 $\pm$ 16.8 & 16.0 $\pm$ 5.8 \\
69			data & 311030 & 99543 & 7578 & 1450 & 79 & 7 \\
70			% significance & 0.0$\sigma$ & -0.0$\sigma$ & 0.3$\sigma$ & 0.5$\sigma$ & -0.2$\sigma$ & -1.4$\sigma$ \\
71	benhoob	1.1	\hline
72			\hline
73	benhoob	1.11
74	benhoob	1.15
75			%float Zbkg_yield[nbins] = { 222.4 , 11.3 , 2.6 };
76			%float Zbkg_err[nbins] = { 67.3 , 3.5 , 1.0 };
77	benhoob	1.11	%float OFbkg_yield[nbins] = { 1011.4 , 50.7 , 7.2 };
78			%float OFbkg_err[nbins] = { 157.2 , 15.0 , 4.3 };
79			%float WZbkg_yield[nbins] = { 78.7 , 11.1 , 3.1 };
80			%float WZbkg_err[nbins] = { 39.3 , 5.6 , 3.1 };
81			%float ZZbkg_yield[nbins] = { 29.8 , 6.2 , 2.0 };
82			%float ZZbkg_err[nbins] = { 14.9 , 3.1 , 2.0 };
83			%float rarebkg_yield[nbins] = { 17.9 , 3.2 , 1.1 };
84			%float rarebkg_err[nbins] = { 9.0 , 1.6 , 1.1 };
85			%int data_yield[nbins] = { 1450 , 79 , 7 };
86
87	benhoob	1.15
88
89	benhoob	1.1	\end{tabular}
90			\end{center}
91			\end{table}
92
93			\clearpage
94
95	benhoob	1.5	The observed and predicted \MET\ distributions for the targeted analysis are indicated in Fig.~\ref{fig:results_targ}.
96	benhoob	1.18	The dilepton mass distribution in data is also presented. In this plot, the \zjets\ dilepton mass shape is taken from MC
97			and normalized to match the data-driven prediction in the dilepton mass window 81--101~GeV. The flavor-symmetric background
98			is estimated from e$\mu$ events, and the WZ, ZZ, and rare backgrounds are from MC.
99	benhoob	1.5	A summary of the results in the signal regions is provided in Table~\ref{tab:results_targ}.
100			Good agreement is observed between the data and the predicted background over the full \MET\ range.
101	benhoob	1.12	The separate results for the ee and $\mu\mu$ channels are presented in App.~\ref{app:results}.
102	benhoob	1.1
103			\begin{figure}[!h]
104			\begin{center}
105			\begin{tabular}{cc}
106	benhoob	1.20	\includegraphics[width=0.49\textwidth]{plots/ZDIJET_metDistribution.pdf} %
107			\includegraphics[width=0.49\textwidth]{plots/ZDIJET_mllDistribution.pdf}
108	benhoob	1.1	\end{tabular}
109	benhoob	1.18	\caption{The \MET\ distribution after the dilepton mass requirement (left) and the dilepton mass distribution after the signal region requirement \MET\ $>$ 80 GeV,
110			for the $\rm{Z}+{dijet}$ analysis. The observed distribution in data
111			(black points) is compared with the sum of the predicted distributions from $\rm{Z}+\rm{jets}$, flavor-symmetric, sum of WZ and ZZ, and rare SM backgrounds.
112			The ratio of observed to predicted yields in each bin is
113	benhoob	1.1	indicated. The error bars indicate the statistical uncertainty in the data and the shaded band indicates the total background uncertainty.
114			\label{fig:results_targ}
115			}
116			\end{center}
117			\end{figure}
118
119
120
121			\begin{table}[htb]
122			\begin{center}
123	benhoob	1.3	\footnotesize
124	benhoob	1.4	\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
125	benhoob	1.1	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
126			(WZ bkg and ZZ bkg). All uncertainties include both the statistical and systematic components. The Gaussian significance of the deviation between the data
127			and total background is indicated for signal regions with at least 20 observed events. }
128	benhoob	1.4	\begin{tabular}{l\|c\|c\|c\|c}
129	benhoob	1.1
130	benhoob	1.22
131	benhoob	1.8	%Using pfmet out-of-the-box
132	benhoob	1.10	%Apply mjj cut in templates
133	benhoob	1.22	%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))&&(nbcsvm==0))&&(nlep==2))&&(mjj>70.0 && mjj<110.0)
134	benhoob	1.11	%WZ/ZZ weight : weight * 19.5 * vtxweight * trgeff
135			%Opening ../output/V00-02-13/babylooper_data_53X_2012ALL_PhotonStitchedTemplate_pfmet_bveto_mjjcut.root
136	benhoob	1.8	%B-veto? 1
137			%K 0.13
138	benhoob	1.11	%ee+mm channels: scale em yield by 0.97
139	benhoob	1.8	%Yields in 0-60 GeV region
140	benhoob	1.11	%data : 97293
141	benhoob	1.14	%gjets : 97526.9
142	benhoob	1.11	%OF : 166.578
143	benhoob	1.22	%WZ : 43.225
144			%ZZ : 8.81897
145			%Rare : 1.45917
146			%Scaling gjets by : 0.995345
147	benhoob	1.11	%SF events 98295
148			%OF events 2313
149
150			%ee/#mu#mu events
151	benhoob	1.8
152	benhoob	1.3	\hline
153			\hline
154	benhoob	1.11	& \MET\ 0--30 GeV & \MET\ 30--60 GeV & \MET\ 60--80 GeV & \MET\ 80--100 GeV \\
155			\hline
156	benhoob	1.17	\hline
157	benhoob	1.22	\zjets\ bkg & 75839 $\pm$ 3042 & 21234 $\pm$ 859 & 690 $\pm$ 154 & 64.5 $\pm$ 22.2 \\
158	benhoob	1.11	FS bkg & 69.9 $\pm$ 11.9 & 96.7 $\pm$ 16.3 & 48.3 $\pm$ 8.3 & 35.2 $\pm$ 6.2 \\
159	benhoob	1.22	WZ bkg & 16.1 $\pm$ 8.1 & 27.1 $\pm$ 13.5 & 11.8 $\pm$ 5.9 & 6.8 $\pm$ 3.4 \\
160			ZZ bkg & 2.9 $\pm$ 1.4 & 6.0 $\pm$ 3.0 & 3.3 $\pm$ 1.7 & 2.8 $\pm$ 1.4 \\
161			Rare SM bkg & 0.5 $\pm$ 0.2 & 1.0 $\pm$ 0.5 & 0.6 $\pm$ 0.3 & 0.5 $\pm$ 0.2 \\
162	benhoob	1.11	\hline
163	benhoob	1.22	Total bkg & 75929 $\pm$ 3042 & 21364 $\pm$ 859 & 754 $\pm$ 154 & 110 $\pm$ 23 \\
164	benhoob	1.16	Data & 76302 & 20991 & 809 & 115 \\
165	benhoob	1.22	%significance & 0.1$\sigma$ & -0.4$\sigma$ & 0.4$\sigma$ & 0.2$\sigma$ \\
166	benhoob	1.8	\hline
167			\hline
168	benhoob	1.4	&\MET\ 100--120 GeV &\MET\ 120--150 GeV &\MET\ 150--200 GeV & \MET\ $>$ 200 GeV \\
169	benhoob	1.13	\hline
170	benhoob	1.17	\hline
171			\zjets\ bkg & 7.8 $\pm$ 3.1 & 3.7 $\pm$ 1.6 & 2.0 $\pm$ 1.0 & 0.4 $\pm$ 0.3 \\
172	benhoob	1.11	FS bkg & 21.9 $\pm$ 4.0 & 13.2 $\pm$ 2.5 & 5.7 $\pm$ 1.6 & 0.8 $\pm$ 0.4 \\
173	benhoob	1.22	WZ bkg & 3.7 $\pm$ 1.9 & 2.9 $\pm$ 1.5 & 1.9 $\pm$ 0.9 & 0.9 $\pm$ 0.4 \\
174			ZZ bkg & 1.8 $\pm$ 0.9 & 1.9 $\pm$ 0.9 & 1.4 $\pm$ 0.7 & 1.3 $\pm$ 0.7 \\
175			Rare SM bkg & 0.2 $\pm$ 0.1 & 0.4 $\pm$ 0.2 & 0.4 $\pm$ 0.2 & 0.3 $\pm$ 0.1 \\
176	benhoob	1.11	\hline
177	benhoob	1.22	Total bkg & 35.4 $\pm$ 5.5 & 22.2 $\pm$ 3.5 & 11.3 $\pm$ 2.2 & 3.6 $\pm$ 1.0 \\
178	benhoob	1.16	Data & 36 & 25 & 13 & 4 \\
179	benhoob	1.22	%significance & 0.1$\sigma$ & 0.5$\sigma$ & 0.4$\sigma$ & 0.2$\sigma$ \\
180	benhoob	1.1	\hline
181			\hline
182	benhoob	1.11
183	benhoob	1.22
184
185	benhoob	1.14	%float Zbkg_yield[nbins] = { 64.5 , 7.8 , 3.7 , 2.0 , 0.4 };
186	benhoob	1.17	%float Zbkg_err[nbins] = { 22.2 , 3.1 , 1.6 , 1.0 , 0.3 };
187	benhoob	1.11	%float OFbkg_yield[nbins] = { 35.2 , 21.9 , 13.2 , 5.7 , 0.8 };
188			%float OFbkg_err[nbins] = { 6.2 , 4.0 , 2.5 , 1.6 , 0.4 };
189	benhoob	1.22	%float WZbkg_yield[nbins] = { 6.8 , 3.7 , 2.9 , 1.9 , 0.9 };
190			%float WZbkg_err[nbins] = { 3.4 , 1.9 , 1.5 , 0.9 , 0.4 };
191			%float ZZbkg_yield[nbins] = { 2.8 , 1.8 , 1.9 , 1.4 , 1.3 };
192			%float ZZbkg_err[nbins] = { 1.4 , 0.9 , 0.9 , 0.7 , 0.7 };
193			%float rarebkg_yield[nbins] = { 0.5 , 0.2 , 0.4 , 0.4 , 0.3 };
194			%float rarebkg_err[nbins] = { 0.2 , 0.1 , 0.2 , 0.2 , 0.1 };
195	benhoob	1.11	%int data_yield[nbins] = { 115 , 36 , 25 , 13 , 4 };
196
197	benhoob	1.22
198
199	benhoob	1.1	\end{tabular}
200			\end{center}
201			\end{table}
202
203	benhoob	1.3	\clearpage
204	benhoob	1.16
205			\begin{figure}[!h]
206			\begin{center}
207			\begin{tabular}{cc}
208	benhoob	1.19	\includegraphics[width=0.49\textwidth]{plots/met_metall.pdf}
209			\end{tabular}
210			\caption{The \MET\ distribution after the dilepton mass requirement in the high dijet mass control region. The observed distribution in data
211			(black points) is compared with the sum of the predicted distributions from $\rm{Z}+\rm{jets}$, flavor-symmetric, sum of WZ and ZZ, and rare SM backgrounds.
212			The ratio of observed to predicted yields in each bin is
213			indicated. The error bars indicate the statistical uncertainty in the data and the shaded band indicates the total background uncertainty.
214			\label{fig:results_targ_control}
215			}
216			\end{center}
217			\end{figure}
218
219			\begin{table}[htb]
220			\begin{center}
221			\footnotesize
222			\caption{\label{tab:results_targ_control}\footnotesize Summary of results in the targeted analysis, in the high dijet mass control region.
223			The total background is the sum of the \zjets\ background predicted from
224			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
225			(WZ bkg and ZZ bkg). All uncertainties include both the statistical and systematic components. The Gaussian significance of the deviation between the data
226			and total background is indicated for signal regions with at least 20 observed events. }
227			\begin{tabular}{l\|c\|c\|c\|c}
228
229
230			\hline
231			\hline
232			& \MET\ 0--30 GeV & \MET\ 30--60 GeV & \MET\ 60--80 GeV & \MET\ 80--100 GeV \\
233
234			\hline
235
236			\hline
237	benhoob	1.21	\zjets\ bkg & 157408.0 $\pm$ 6301.0 & 53665.9 $\pm$ 2151.3 & 2701.0 $\pm$ 595.0 & 358.6 $\pm$ 118.8 \\
238	benhoob	1.19	FS bkg & 180.2 $\pm$ 30.1 & 290.8 $\pm$ 48.4 & 167.2 $\pm$ 28.0 & 123.8 $\pm$ 20.8 \\
239			WZ bkg & 41.6 $\pm$ 20.8 & 69.9 $\pm$ 35.0 & 33.4 $\pm$ 16.7 & 21.0 $\pm$ 10.5 \\
240			ZZ bkg & 6.6 $\pm$ 3.3 & 14.8 $\pm$ 7.4 & 9.4 $\pm$ 4.7 & 7.8 $\pm$ 3.9 \\
241	benhoob	1.21	Rare SM bkg & 1.4 $\pm$ 0.7 & 2.8 $\pm$ 1.4 & 1.7 $\pm$ 0.9 & 1.3 $\pm$ 0.7 \\
242	benhoob	1.19	\hline
243	benhoob	1.21	Total bkg & 157637.7 $\pm$ 6301.1 & 54044.1 $\pm$ 2152.2 & 2912.7 $\pm$ 595.9 & 512.6 $\pm$ 121.1 \\
244			Data & 158074 & 53608 & 2983 & 562 \\
245	benhoob	1.19
246
247			\hline
248			\hline
249			&\MET\ 100--120 GeV &\MET\ 120--150 GeV &\MET\ 150--200 GeV & \MET\ $>$ 200 GeV \\
250			\hline
251			\hline
252
253	benhoob	1.21	\zjets\ bkg & 81.7 $\pm$ 27.3 & 52.0 $\pm$ 17.9 & 20.0 $\pm$ 6.9 & 9.5 $\pm$ 3.4 \\
254			FS bkg & 72.5 $\pm$ 12.3 & 55.1 $\pm$ 9.5 & 31.4 $\pm$ 7.7 & 15.9 $\pm$ 6.3 \\
255	benhoob	1.19	WZ bkg & 13.6 $\pm$ 6.8 & 11.6 $\pm$ 5.8 & 9.7 $\pm$ 4.9 & 7.2 $\pm$ 3.6 \\
256			ZZ bkg & 6.0 $\pm$ 3.0 & 6.2 $\pm$ 3.1 & 5.9 $\pm$ 3.0 & 5.6 $\pm$ 2.8 \\
257	benhoob	1.21	Rare SM bkg & 1.0 $\pm$ 0.5 & 1.1 $\pm$ 0.5 & 0.9 $\pm$ 0.5 & 1.0 $\pm$ 0.5 \\
258	benhoob	1.19	\hline
259	benhoob	1.21	Total bkg & 174.8 $\pm$ 30.9 & 126.0 $\pm$ 21.3 & 67.9 $\pm$ 11.8 & 39.2 $\pm$ 8.5 \\
260	benhoob	1.19	Data & 214 & 107 & 62 & 38 \\
261	benhoob	1.21
262	benhoob	1.19	\hline
263			\hline
264
265			\end{tabular}
266			\end{center}
267			\end{table}
268
269			\clearpage
270
271			\begin{figure}[!h]
272			\begin{center}
273			\begin{tabular}{cc}
274	benhoob	1.16	\includegraphics[width=0.6\textwidth]{plots/pfmet_all_19p5fb_zoom100.pdf}
275			\end{tabular}
276			\caption{ Results for the inclusive analysis, the same as Fig.~\ref{fig:results_incl} but zoomed in on the signal region \MET\ $>$ 100 GeV and on linear scale.
277			\label{fig:results_incl_zoom}
278			}
279			\end{center}
280			\end{figure}
281
282			\begin{figure}[!h]
283			\begin{center}
284			\begin{tabular}{cc}
285			\includegraphics[width=0.6\textwidth]{plots/pfmet_bveto_all_19p5fb_zoom80.pdf}
286			\end{tabular}
287			\caption{ Results for the targeted analysis, the same as Fig.~\ref{fig:results_targ} but zoomed in on the signal region \MET\ $>$ 80 GeV and on linear scale.
288			\label{fig:results_targ_zoom}
289			}
290			\end{center}
291			\end{figure}
292
293			\clearpage