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1 benhoob 1.1 \section{Same-flavour Dilepton Search}
2     \label{sec:HT}
3    
4     The result of Section~\ref{sec:results} is cross-checked in a similar kinematic region with an
5     independent
6     search relying on a different trigger path, different methods for ``physics object'' reconstruction, and a
7     different background estimation method.
8     This search is directed at BSM scenarios in which decay chains of a pair of new heavy particles
9     produce an excess of same-flavour ($e^{+}e^{-}$ and $\mu^{+}\mu^{-}$) events over opposite-flavour ($e^{\pm}\mu^{\mp}$) events.
10     For example, in the context of the CMSSM, this excess may be caused by decays of neutralinos and Z bosons to same-flavour lepton pairs.
11     For the benchmark scenario LM0 (LM1), the fraction of same-flavour events in the signal region discussed
12     below is 0.67 (0.86).
13    
14     The dominant background in this search is also dilepton $t\bar{t}$, for which such an excess does not exist
15     because the flavours of the two leptons are uncorrelated.
16     Therefore, the rate of $t\bar{t}$ decays with two same-flavour leptons
17     may be estimated from the number of opposite-flavour events,
18     after correcting for the
19     ratio of muon to electron selection efficiencies, $r_{\mu{}e}$.
20     This method actually estimates the contribution of any uncorrelated pair of leptons, including
21     e.g.\ $Z\to\tau\tau$ events where the two $\tau$ leptons decay leptonically.
22     This method will also subtract any BSM signal producing lepton pairs of uncorrelated flavour.
23    
24     Events with two leptons with $\pt>10\GeVc$ are selected. Because the lepton triggers are not fully
25     efficient for events with two leptons of $\pt>10\GeVc$,
26     the data sample for this analysis is selected with hadronic triggers based on the
27     scalar sum of the transverse energies of all jets reconstructed from calorimeter signals with $\pt>20\GeVc$.
28     The event is required to pass at least one of a set of hadronic triggers with transverse energy thresholds
29     ranging from 100 to 150~GeV. The efficiency of this set of triggers with respect to the analysis selection is
30     greater than 99\%.
31     In addition to the trigger, we require $\HT>350\GeV$,
32     where \HT\ in this analysis is defined as the scalar sum of
33     the transverse energies of all selected jets with $\pt>30\GeVc$
34     and within an increased pseudorapidity range $|\eta|<3$, in line with the trigger requirement.
35     The jets, \MET, and leptons are reconstructed with the Particle Flow technique~\cite{CMS-PAS-PFT-10-002}.
36     The resulting performance of the selection of leptons and jets does not differ
37     significantly from the selection discussed in Section~\ref{sec:eventSel}.
38    
39     The signal region is defined by additionally requiring $\MET>150\GeV$.
40     This signal region is chosen such that approximately one SM event is expected in our
41     current data sample.
42    
43     The lepton selection efficiencies are measured using the $Z$
44     resonance. As discussed in Section~\ref{sec:systematics}, these
45     efficiencies are known with a systematic uncertainty of $2\%$. The
46     selection efficiencies of isolated leptons are different in the $t\bar{t}$
47     and $Z+\textrm{jets}$ samples. The ratio of muon to electron
48     efficiencies $r_{\mu{}e}$, however, is found to differ by less than
49     5\% in the MC simulations, and a corresponding systematic
50     uncertainty is assigned to this ratio. This procedure gives $r_{\mu{}e} = 1.07 \pm
51     0.06$.
52    
53     The $W+\textrm{jets}$ and QCD multijet contributions, where at least one
54     of the two leptons is a secondary lepton from a heavy flavour decay or
55     a jet misidentified as a lepton (non-$W/Z$ leptons) are estimated from
56     a fit to the lepton isolation distribution, after relaxing
57     the isolation requirement on the leptons.
58     %The estimated purity is then applied to the number of observed events in the signal region to
59     %infer the number of non-$W/Z$ leptons therein.
60     Contributions from
61     other SM backgrounds, such as DY or processes with two gauge bosons,
62     are strongly suppressed by the \MET\ requirement and are expected to
63     be negligible.
64    
65     We first estimate the number of SM events in a \ttbar-dominated region
66     with $100 < \HT < 350\GeV$ and $\MET>80\GeV$. In order to cope with the lower \HT\ requirement,
67     we use the same high-\pt lepton trigger sample as described in Section~\ref{sec:eventSel}.
68     In this region we observe $26$ opposite-flavour candidates and predict $1.0\pm0.5$
69     non-$W/Z$ lepton events from the fit to the lepton isolation distribution. This results in an
70     estimate of $25.0 \pm 5.0$ \ttbar\ events in the $e\mu$ channel. Using the efficiency
71     ratio $r_{\mu{}e}$ this estimate is then converted into a prediction for the number
72     of same-flavour events in the $ee$ and $\mu\mu$ channels.
73    
74     \begin{table}[hbt]
75     \begin{center}
76     \caption{\label{tab:CRresults}
77     Number of predicted and observed $ee$ and $\mu\mu$
78     events in the control region, defined as $100 < \HT < 350\GeV$ and $\MET > 80\GeV$.
79     ``SM MC'' indicates the sum of all MC samples ($t\bar{t}$, DY, $W+\textrm{jets}$, and $WW/WZ/ZZ$)
80     and includes statistical uncertainties only.
81     }
82     \vspace{2 mm}
83     \begin{tabular}{l|cc}
84     \hline
85     & \multicolumn{2}{c}{Control region} \\
86     \hline
87     Process & $ee$ & $\mu\mu$ \\
88     \hline
89     $t\bar{t}$ predicted from $e\mu$ & $11.7\pm 2.4$ & $13.4\pm 2.8$ \\
90     Non-$W/Z$ leptons & $0.5\pm 0.3$ & $0.4\pm0.2$ \\
91     \hline
92     Total predicted & $12.2\pm 2.4$ & $13.8 \pm 2.8$ \\
93     \hline\hline
94     Total observed & $10$ & $15$ \\
95     \hline \hline
96     SM MC & $8.4\pm 0.2$ & $10.5 \pm 0.3$ \\
97     %LM0 & $3.7\pm0.2$ & $4.2\pm0.2$ \\
98     %LM1 & $0.5\pm0.1$ & $0.7\pm0.1$ \\
99    
100     \hline
101     \end{tabular}
102     \end{center}
103     \end{table}
104    
105     Table~\ref{tab:CRresults} shows the number of expected SM background same-flavour events in the control region for the MC,
106     as well as the prediction from the background estimation techniques based on data. There are a total of 25 same-flavour
107     events, in good agreement with the prediction of $25.9 \pm 5.2$ events.
108     We thus proceed to the signal region selection.
109     %It is worth noting that in this control region, we expect $7.9 \pm 1.4$ and $1.2 \pm 0.2$ from LM0 and LM1 respectively.
110    
111     The SM background predictions in the signal region from the opposite-flavour and non-$W/Z$ lepton methods
112     are summarized in Table~\ref{tab:results}.
113     We find one event in the signal region in the $e\mu$ channel with a prediction of non-$W/Z$ leptons
114     of $0.1\pm0.1$, and thus predict $0.9 {}_{-0.8}^{+2.2}$ same-flavour events using Poisson statistical uncertainties.
115     In the data we find no same-flavour events, in agreement with the prediction, in contrast with $7.3\pm1.6$
116     and $3.6\pm0.7$ expected events for the benchmark points LM0 and LM1, respectively.
117     %With zero events observed, the non-$W/Z$ lepton prediction is also zero.
118     The predicted background from non-$W/Z$ leptons is negligible.
119    
120     \begin{table}[hbt]
121     \begin{center}
122     \caption{\label{tab:results}
123     Number of predicted and observed events in the signal region, defined as $\HT > 350\GeV$ and $\MET> 150\GeV$.
124     ``SM MC'' indicates the sum of all MC samples ($t\bar{t}$, DY, $W+\textrm{jets}$, and $WW/WZ/ZZ$)
125     and includes statistical uncertainties only.
126     }
127     \vspace{2 mm}
128     \begin{tabular}{l|cc}
129     \hline
130     & \multicolumn{2}{c}{Signal region} \\
131     \hline
132     Process & $ee$ & $\mu\mu$ \\
133     \hline
134     $t\bar{t}$ predicted from $e\mu$ & $0.4 {}_{-0.4}^{+1.0}$ & $0.5 {}_{-0.4}^{+1.2}$ \\
135     Non-$W/Z$ & 0 & 0 \\
136     \hline
137     Total predicted & $0.4 {}_{-0.4}^{+1.0}$ & $0.5 {}_{-0.4}^{+1.2}$ \\
138     \hline\hline
139     Total observed & $0$ & $0$ \\
140     \hline \hline
141     SM MC & $0.38\pm 0.08$ & $0.56 \pm 0.07$ \\
142     LM0 & $3.4\pm0.2$ & $3.9\pm0.2$ \\
143     LM1 & $1.6\pm0.1$ & $2.0\pm0.1$ \\
144    
145     \hline
146     \end{tabular}
147     \end{center}
148     \end{table}
149    
150     Table~\ref{tab:results} demonstrates the sensitivity of this approach.
151     We observe comparable yields of the same benchmark points as for the high-\pt\
152     lepton trigger search, where 35--60\% of the events are common to both
153     searches for LM0 and LM1.
154     Either approach would have given an excess in the presence of a signal.