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\section{Event reconstruction} |
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\label{sec:eventReconstruction} |
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The four possible final states of \WZ |
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production with electrons and muons in the final state are studied, $\rm e^\pm \epem$, $\mu^\pm \epem$, $\rm e^\pm \mu^+\mu^-$ |
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and $\mu^\pm \mu^+\mu^-$. They are associated to four possible classes, |
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denoted as follows: |
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We categorize \WZ\ three-lepton final state as following |
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\begin{itemize} |
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\item $3e$: for \WZ events with $\W \to e \nu$ and $\Z\to \epem$. |
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\item $2e1\mu$: for \WZ events with $\W \to \mu \nu$ and $\Z\to \epem$. |
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are collected by the electron and/or muon triggers. For each channel, |
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a minimun number of HLT requirements is chosen while keeping |
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the HLT efficiency for selected events close to 100\%. The same |
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HLT requirements are used for channels with the same Z decay mode: |
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HLT requirements are used for channels with the same \Z decay mode: |
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\begin{itemize} |
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\item for $3e$ and $2e1\mu$: HLTSingleElectron or HLTDoubleElectronRelaxed |
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\item for $2\mu1e$ and $3\mu$: HLTSingleMuonIso |
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The HLT efficiencies for all modes for events passing the full |
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selection described in this section are given in table~\ref{tab:hlteff}. |
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– |
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\begin{table}[tbph] |
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\begin{center} |
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\end{center} |
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\caption{HLT Efficiencies, in percent, for all |
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the events in the generated phase space for events retained by |
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the events in the generated phase space that have been retained by |
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the complete event selection.} |
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\label{tab:hlteff} |
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\end{table} |
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|
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\begin{figure}[tbp] |
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\begin{center} |
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\scalebox{0.7}{\includegraphics{figs/mu_isol.eps}} |
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\caption{Muon isolation variables for the muon associated |
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to the \W boson decay in $2e1\mu$ events: in the left plot |
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we illustrate the sum of calorimetric energy in a $\Delta R=0.3$ cone |
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around the muon candidate; in the right plot we display the sum of |
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transverse momenta of tracks within a $\Delta R = 0.25$ cone around |
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the muon candidate. The normalization of signal and background |
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distributions is arbitrary. |
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} |
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\label{fig:mu_isol} |
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\end{center} |
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\end{figure} |
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|
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\begin{figure}[tb] |
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\begin{center} |
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\scalebox{0.6}{\includegraphics{figs/mu_SIP.eps}} |
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\caption{ |
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Muon impact parameter significance distribution |
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in $2e1\mu$ events. The normalization of signal and background |
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distributions is arbitrary. |
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} |
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\label{fig:mu_SIP} |
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\end{center} |
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\end{figure} |
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|
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\subsection{Lepton identification} |
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\label{sec:leptonId} |
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in~\cite{noteElectronID}. |
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Muon candidates are selected from global muons, which are reconstructed |
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combining measurements in the muon chambers and the central tracker. |
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An additional isolation criterion requires that the energy |
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by combining measurements in the muon chambers and the central tracker. |
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An additional isolation criterion is imposed to require the energy |
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measured in the calorimeters within a $\Delta R = 0.3$ cone around the |
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muon must be smaller than 3 GeV and the sum of the $p_t$ of tracks |
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within a $\Delta R = 0.25$ cone around the muon must be smaller than 2 \gev. |
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muon to be smaller than 3 GeV and the sum of the $p_T$ of tracks |
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within a $\Delta R = 0.25$ cone around the muon must be smaller than 2 GeV. |
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These cuts reduce the background from muons originated in |
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\b-quark decays of the $\Zbbbar$ background, which are close to tracks |
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and clusters from the other \b-quark decay products. |
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The significance of the muon impact parameter in the plane |
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transverse to the beam, $S_{IP}$, discriminates against leptons from |
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heavy-quark decays in all Standard Model background processes. This |
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heavy-quark decays in all standard model background processes. This |
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variable is defined as the ratio between the measured impact parameter |
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and its uncertainty: $S_{IP}=IP/\sigma_{IP}$, and is required to |
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satisfy $S_{IP}<3$. This requirement is applied only for muons |
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and not for electrons. For electrons, a significant fraction of the |
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background comes from fake electrons and not from heavy quark decays, |
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and a cut on the impact parameter significance shows no improvement |
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in significance there. |
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satisfy $S_{IP}<3$. This requirement is applied only for muon candidates |
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and not for electrons. For electron candidates, a significant fraction of the |
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background comes from misidentified light quark jets. Thus, |
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the requirement on the impact parameter significance does not |
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increase the significance of the $\W\to e$ channels, as can be seen in |
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Fig.~\ref{fig:wl_IP_SvsCut}. |
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|
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\begin{figure}[p] |
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\begin{center} |
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\scalebox{0.6}{\includegraphics{figs/wl_IP_eff.eps}} |
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\caption{Efficiency for signal and background as a function |
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of the requirement on the \W-boson lepton impact parameter |
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significance. All other criteria but the one on impact parameter |
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significance are applied. |
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% Only events with 81.1 GeV $< M_Z < $ 101.1 \gev |
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% are considered. |
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} |
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\label{fig:wl_IP_eff} |
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\end{center} |
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%\end{figure} |
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|
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%\begin{figure}[bt] |
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\begin{center} |
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\scalebox{0.6}{\includegraphics{figs/wl_IP_SvsCut.eps}} |
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\caption{Signal significance as a function of requirement on |
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the \W-boson lepton impact parameter significance. All other criteria but |
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the requirement on the impact parameter significance are applied. |
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% Only events with 81.1 GeV $< M_Z < $ 101.1 \gev are considered. |
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} |
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\label{fig:wl_IP_SvsCut} |
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\end{center} |
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\end{figure} |
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\begin{table}[tbp] |
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\begin{tabular}{|l|c|c|c|c|} \hline |
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& $3e$ & $2e1\mu$ & $2\mu 1e$ & $3\mu$ \\ \hline \hline |
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\multicolumn{5}{|c|}{Lepton selection} \\ \hline |
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Electrons & \multicolumn{3}{|c|}{{\tt SimpleLoose} requirements for Z reconstruction} & \\ |
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& \multicolumn{3}{|c|}{{\tt SimpleTight} requirements for W} & \\ \hline |
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Electrons & \multicolumn{3}{|c|}{{\tt SimpleLoose} requirements for \Z reconstruction} & \\ |
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& \multicolumn{3}{|c|}{{\tt SimpleTight} requirements for \W} & \\ \hline |
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Muons & & \multicolumn{3}{|c|}{ Track Isolation:$ {\tt IsoTrack}(\Delta R= 0.25) < 2 \gev$} \\ |
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& & \multicolumn{3}{|c|}{ Calorimetric Isolation:$ {\tt IsoCalo}(\Delta R = 0.3) < 5 \gev$} \\ |
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& & \multicolumn{3}{|c|}{$S_{IP}=IP/\sigma_{IP}<3$ } \\ \hline |
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HLT requirement & \multicolumn{2}{|c|}{ HLTSingleElectron or HLTDoubleElectronRelaxed} |
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& \multicolumn{2}{|c|}{ HLTSingleMuonIso} \\ \hline |
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\multicolumn{5}{|c|}{Z reconstruction} \\ \hline |
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Lepton cuts & \multicolumn{4}{|c|}{for both Z leptons: $p_t > 15 GeV$} \\ |
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\multicolumn{5}{|c|}{\Z reconstruction} \\ \hline |
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Lepton cuts & \multicolumn{4}{|c|}{for both \Z leptons: $p_T > 15$ GeV} \\ |
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Mass window & \multicolumn{4}{|c|}{$50 \gev < M_Z < 120 \gev $ } \\ |
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Second Z veto & \multicolumn{4}{|c|}{No independent second Z candidate with $50 \gev < M_Z < 120 \gev $ } \\ \hline |
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\multicolumn{5}{|c|}{W lepton selection} \\ \hline |
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Second \Z veto & \multicolumn{4}{|c|}{No independent second \Z candidate with $50 \gev < M_Z < 120 \gev $ } \\ \hline |
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\multicolumn{5}{|c|}{\W lepton selection} \\ \hline |
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|
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Other cuts & & & $\Delta R(\mu_Z,e_W)>0.1$ & \\ \hline |
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Signal region & \multicolumn{4}{|c|}{$81 \gev < M_Z < 101 \gev $ } \\ \hline \hline |
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|
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\end{tabular} |
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\caption{Summary of all cuts used in the WZ selection} |
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\caption{Summary of the criteria we use to select \WZ\ final state} |
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\label{tab:allcuts} |
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\end{table} |
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\subsection{\WZ candidate selection} |
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Events are accepted if they contain at least three charged leptons, |
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either electrons or muons, with $p_t > 15\,\mathrm{GeV}$ and $| \eta | < 2.5$ for |
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electrons,$| \eta | < 2.4$ for muons. |
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as discussed in~\ref{sec:leptonId}. |
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either electrons or muons, with $p_T > 15\,\mathrm{GeV}$ and $| \eta | < 2.5$ for |
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electrons,$| \eta | < 2.4$ for muons, as discussed in Section~\ref{sec:leptonId}. |
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The \WZ candidate selection proceeds from building all possible |
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\Z-boson candidates from same-flavour opposite-charge lepton pairs. |
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For $\Z \to ee$ decays, electrons have to fullfil the loose requirements |
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For $\Z \to ee$ decays, electron candidates have to fulfill the loose requirements |
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defined in~\cite{noteElectronID}. |
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|
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Events are retained if the mass of this \Z-boson candidate is |
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within 20 GeV of the Z-boson mass,$m_Z$. The event is |
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rejected if a second Z candidate is found. This second Z candidate is done |
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with all possible same-flavour opposite-charge combinations which are left |
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after removing the two leptons already used for the first Z candidate. This |
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veto on the presence of a second Z helps to suppress $ZZ$ events. The invariant |
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mass distribution for accepted \Z candidates is shown in |
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Figure~\ref{fig:zcandidates}. |
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Events are retained if the mass of the \Z boson candidate is |
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within 20 GeV of the \Z boson mass, $m_Z$. The event is |
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rejected if a second \Z candidate is found. This second \Z boson candidate is formed |
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using all possible same-flavour opposite-charge combinations which are left |
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after removing the two leptons already used for the first \Z boson candidate. This |
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secondary \Z boson veto helps to suppress $\Z\Z$ events. |
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%The invariant |
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%mass distribution for accepted \Z candidates is shown in |
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%Figure~\ref{fig:zcandidates}. |
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|
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% and the \Z mass resolution is shown in |
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%Figure~\ref{fig:dzmass}. |
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After the \Z-boson candidate is identified, the lepton associated |
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to the \W-boson decay is chosen from the remaining electrons and muons |
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in the event that have not been used for reconstructing the \Z-boson. |
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Electrons are required to pass the tight criteria described in |
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\cite{noteElectronID}. If the event contains more than three leptons, |
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the highest $p_t$ is chosen as the one from the \W-boson decay, and |
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the additional leptons are not considered further. |
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The transverse momentum of this lepton is required to be larger |
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than 20 GeV. This last requirement is effective in rejecting |
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the \Zbbbar and \Zjets backgrounds, see Figure~\ref{fig:wlpt_cuteff}, |
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and the cut value is chosen in |
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the range that maximises the significance as shown in |
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Figure~\ref{fig:wlpt_cutS}. |
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|
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An additional requirement on the isolation between electron and muons is applied |
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for the $2\mu 1e$ channel, by demanding $\Delta R$ between the electron associated |
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to the \W-decay and any of the two muons associated to the \Z-decay be greater than |
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0.1. This requirement allows to suppress the contributions of $\Z \to \mu\mu$ |
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After the \Z boson candidate is identified, the remaining leptons in the event |
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are required to pass the tight criteria described in~\cite{noteElectronID}. |
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If more than one lepton candidate satisfies the tight requirements, the one with the |
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highest $p_T$ is associated with \W boson decay. This lepton's $p_T$ is effective |
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discriminant against \Zbbbar and \Zjets production (see Fig.~\ref{fig:wlpt_cuteff}). |
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We require the transverse momentum to exceed 20 GeV, as it maximizes |
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the significance of the \WZ\ signal with respect to background as shown in |
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Fig.~\ref{wlpt_cuteff}. |
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|
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An additional requirement on the isolation between electron and muon candidates is applied |
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for the $2\mu 1e$ channel, by demanding the value of $\Delta R$ between the electron |
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candidate associated with the \W boson decay and any of the two muons associated with |
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the \Z boson decay to be greater than 0.1. |
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|
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This requirement allows suppressing the contribution of $\Z \to \mu\mu$ |
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decays, where one of the two muons radiates a photon which is reconstructed |
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as electrons, possibly after conversion, which shows up as a peak at around 60 GeV |
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in the Z mass distribution, as shown in figure~\ref{fig:Z2mu1e_60GeVPeak}. |
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as an electron, possibly after conversion. This can be seen as a peak in the dimuon |
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invariant mass at around 60 GeV in Fig.~\ref{fig:Z2mu1e_60GeVPeak}. |
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|
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The summary of the selection can be seen in Table~\ref{tab:allcuts}. |
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The summary of the selection criteria is given in Table~\ref{tab:allcuts}. |
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|
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The expected number of events passing the various steps of the selection |
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is listed in Tables~\ref{tab:sel-effA} and~\ref{tab:sel-effB}. |
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Table~\ref{tab:wz-effimatrix} lists the final selection efficiency for |
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the different generated \W and \Z decays. It can be seen there that \WZ\ |
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events with both the \W and the \Z boson decaying into electrons or muons |
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almost always get reconstructed with the correct flavour. It is to be |
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noted in addition that each of our four selection channels gets a small |
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contribution from $W \to \tau \to e/\mu$ decays as one would expect. The |
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selection efficiency for these events is however smaller which is mostly due |
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to the \pt cut on the third lepton, since the \pt spectrum of electrons or |
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muons from $W \to \tau \to e/\mu$ decays is softer. |
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The expected number of the events satisfying the sequential steps of the selection |
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is listed in Tables~\ref{tab:sel-effA}. |
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In Table~\ref{tab:wz-effimatrix} we list the total selection efficiency for different |
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\W and \Z boson decay modes. It can be seen lepton candidates from \W and \Z |
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boson decays are almost always are reconstructed with the correct flavor. As expected, |
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there is a small contribution from $\W \to \tau \nu_\tau \to \ell \nu_\ell \nu_\tau$ |
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decays. However, this contribution is suppressed, mostly due to $p_T$ requirement |
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on the third lepton, as leptons from $\tau$ decays are not as energetic as those from |
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$\W \to \ell \nu$ processes. |
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|
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In Tables~ref\label{tab:wz-matcheffi-Zee} and \label{tab:wz-matcheffi-Zmumu} we |
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display the fraction of reconstructed \WZ events with correctly-matched leptons. |
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It can be seen that the lepton associated with the \W boson decay is correctly matched |
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to the true Monte Carlo lepton from the \W boson decay in more than 90\% of |
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the cases, even for events with several lepton candidates available to be associated |
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to the \W boson decay. The choice to take the lepton candidate with the leading $p_T$ is, |
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therefore, justified. |
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|
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\begin{table}[p] |
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\begin{center} |
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|
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|
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|
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\begin{tabular}{lcccc} \hline |
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\multicolumn{5}{c}{ {\bf $3e$ Channel}} \\ \hline \hline |
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Step & WZ & bbll & Z+jets & TTbar+jets\\ \hline |
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All events & 546 & 72770.4 & 1.2679e+06 & 17556.1 \\ |
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Found $Z \to ee$ & 204.969 (37.5401 \%) & 27800.5 (38.203 \%) & 502344 (39.62 \%) & 2920.59 (16.6357 \%) \\ |
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Found $W \to e$ & 41.9925 (20.4872 \%) & 171.053 (0.615286 \%) & 309.563 (0.0616238 \%) & 13.8293 (0.473511 \%) \\ |
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W Lepton Pt cut & 34.8561 (83.0056 \%) & 23.7161 (13.8648 \%) & 86.7924 (28.037 \%) & 8.25515 (59.6931 \%) \\ |
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Passes HLT & 34.7185 (99.6052 \%) & 23.5679 (99.375 \%) & 86.7924 (100 \%) & 8.25515 (100 \%) \\ |
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Z mass window & 31.5533 (90.8834 \%) & 17.4906 (74.2138 \%) & 51.8927 (59.7894 \%) & 3.2585 (39.4724 \%) \\ \hline |
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Overall efficiency & 5.77899 \% & 0.0240354 \% & 0.00409279 \% & 0.0185605 \% \\ |
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\hline |
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\end{tabular} |
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\begin{tabular}{lcccc} \hline |
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\multicolumn{5}{c}{ {\bf $2e1\mu$ Channel}} \\ \hline \hline |
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Step & WZ & bbll & Z+jets & \ttjets\\ \hline |
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All events & 546 & 72770.4 & 1.2679e+06 & 17556.1 \\ |
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Found $Z \to ee$ & 204.969 (37.5401 \%) & 27800.5 (38.203 \%) & 502344 (39.62 \%) & 2920.59 (16.6357 \%) \\ |
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Found $W \to \mu$ & 47.9099 (23.3743 \%) & 747.725 (2.68961 \%) & 2194.09 (0.436771 \%) & 56.7645 (1.9436 \%) \\ |
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W Lepton Pt cut & 37.0973 (77.4313 \%) & 9.63467 (1.28853 \%) & 9.57604 (0.436446 \%) & 17.5382 (30.8965 \%) \\ |
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Passes HLT & 36.1929 (97.5623 \%) & 9.26411 (96.1538 \%) & 8.32189 (86.9033 \%) & 15.2488 (86.9457 \%) \\ |
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Z mass window & 32.5166 (89.8425 \%) & 8.15242 (88 \%) & 7.31467 (87.8968 \%) & 4.91533 (32.2343 \%) \\ \hline |
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Overall efficiency & 5.95542 \% & 0.0112029 \% & 0.000576911 \% & 0.0279978 \% \\ |
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\hline |
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\end{tabular} |
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|
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\begin{tabular}{lcccc} \hline |
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\multicolumn{5}{c}{ {\bf $2\mu1e$ Channel}} \\ \hline \hline |
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Step & WZ & bbll & Z+jets & TTbar+jets\\ \hline |
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All events & 546 & 72770.4 & 1.2679e+06 & 17556.1 \\ |
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Found $Z \to \mu\mu$ & 233.75 (42.8114 \%) & 31889.4 (43.8219 \%) & 577257 (45.5284 \%) & 2778.81 (15.8282 \%) \\ |
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Found $W \to e$ & 48.7553 (20.8579 \%) & 213.519 (0.669562 \%) & 701.695 (0.121557 \%) & 15.1085 (0.543704 \%) \\ |
| 284 |
< |
W Lepton Pt cut & 40.6556 (83.3871 \%) & 50.6191 (23.707 \%) & 464.493 (66.196 \%) & 10.2745 (68.0047 \%) \\ |
| 285 |
< |
$\Delta R(e,\mu)$ cut & 40.5573 (99.7582 \%) & 23.3456 (46.1201 \%) & 92.9813 (20.0178 \%) & 7.14967 (69.5865 \%) \\ |
| 286 |
< |
Passes HLT & 39.4171 (97.1886 \%) & 23.1973 (99.3651 \%) & 88.7791 (95.4806 \%) & 6.6245 (92.6546 \%) \\ |
| 287 |
< |
Z mass window & 35.5638 (90.2244 \%) & 18.8988 (81.4696 \%) & 50.2509 (56.6022 \%) & 2.84083 (42.8837 \%) \\ \hline |
| 288 |
< |
Overall efficiency & 6.51352 \% & 0.0259704 \% & 0.00396331 \% & 0.0161814 \% \\ |
| 289 |
< |
\hline |
| 290 |
< |
\end{tabular} |
| 291 |
< |
|
| 292 |
< |
|
| 293 |
< |
\begin{tabular}{lcccc} \hline |
| 294 |
< |
\multicolumn{5}{c}{ {\bf $3\mu$ Channel}} \\ \hline \hline |
| 295 |
< |
Step & WZ & bbll & Z+jets & TTbar+jets\\ \hline |
| 296 |
< |
All events & 546 & 72770.4 & 1.2679e+06 & 17556.1 \\ |
| 243 |
< |
Found $Z \to \mu\mu$ & 233.75 (42.8114 \%) & 31889.4 (43.8219 \%) & 577257 (45.5284 \%) & 2778.81 (15.8282 \%) \\ |
| 244 |
< |
Found $W \to \mu$ & 57.7986 (24.7267 \%) & 810.721 (2.54229 \%) & 2520.69 (0.436668 \%) & 35.3061 (1.27054 \%) \\ |
| 245 |
< |
W Lepton Pt cut & 44.2533 (76.5646 \%) & 8.89355 (1.09699 \%) & 1.84115 (0.0730414 \%) & 1.683 (4.76688 \%) \\ |
| 246 |
< |
Passes HLT & 43.9977 (99.4225 \%) & 8.89355 (100 \%) & 1.84115 (100 \%) & 1.683 (100 \%) \\ |
| 247 |
< |
Z mass window & 40.0462 (91.0188 \%) & 7.78185 (87.5 \%) & 1.84115 (100 \%) & 1.15783 (68.7957 \%) \\ \hline |
| 248 |
< |
Overall efficiency & 7.33446 \% & 0.0106937 \% & 0.000145212 \% & 0.00659501 \% \\ |
| 253 |
> |
\begin{tabular}{lcc|cc|cc|cc|c} \hline \hline |
| 254 |
> |
\multicolumn{9}{c}{ {\bf $3e$ Channel}} \\ \hline \hline |
| 255 |
> |
Step & \WZ & $\epsilon$ & $b\bar{b}\ell\ell$ & $\epsilon$ & $\Z+jets$ & $\epsilon$ & $t\bar{t}+jets$ & $\epsilon$ \\ \hline |
| 256 |
> |
All events & 546 & & 72,700 & & 1,268,000 & & 17,600 & \\ |
| 257 |
> |
Found $\Z \to ee$ & 205 & 38\% & 27,800 & 38\% & 502,300 & 40\% & 2,920 & 17\% \\ |
| 258 |
> |
Found $\W \to e\nu$ & 42.0 & 21\% & 171 & 0.6\% & 309.6 & 0.06\% & 13.8 & 0.5\% \\ |
| 259 |
> |
\W lepton $p_T$ cut & 34.9 & 83\% & 23.7 & 14\% & 86.8 & 28 \% & 8.3 & 60\% \\ |
| 260 |
> |
Passes HLT & 34.7 & 100\% & 23.6 & 99\% & 86.8 &100\% & 8.3 & 100\% \\ |
| 261 |
> |
\Z mass window & 31.6 & 91\% & 17.5 & 74\% & 51.9 &60\% & 3.3 & 39\% \\ \hline |
| 262 |
> |
Overall efficiency & & 5.8\% & & 0.024\% & & 0.0041\% & & 0.019\% \\ |
| 263 |
> |
\hline\hline |
| 264 |
> |
|
| 265 |
> |
\multicolumn{9}{c}{ {\bf $2e1\mu$ Channel}} \\ \hline \hline |
| 266 |
> |
Step & \WZ & $\epsilon$ & $b\bar{b}\ell\ell$ & $\epsilon$ & $\Z+jets$ & $\epsilon$ & $t\bar{t}+jets$ & $\epsilon$ \\ \hline |
| 267 |
> |
All events & 546 & & 72,770 & & 1,268,000 & & 17,600 & \\ |
| 268 |
> |
Found $\Z \to ee$ & 201 & 38\% & 27,800 & 38\% & 502,300 & 40\% & 2,921 &17\% \\ |
| 269 |
> |
Found $\W \to \mu\nu$ & 47.9 & 23\% & 748 & 2.7\% & 2194 & 0.43\% & 56.8 &1.9\% \\ |
| 270 |
> |
\W lepton $p_T$ cut & 37.1 & 77\% & 9.6 & 1.3\% & 9.6 & 0.4\% & 17.5 &31\% \\ |
| 271 |
> |
Passes HLT & 36.2 & 98\% & 9.3 & 96\% & 8.3 & 87\% & 15.2 & 87 \%) \\ |
| 272 |
> |
\Z mass window & 32.5 & 90\% & 8.2 & 88\% & 7.3 & 88\% & 4.9 & 32\%) \\ \hline |
| 273 |
> |
Overall efficiency & & 6.0\% & & 0.011\% & & 0.00058\% & & 0.028\% \\ |
| 274 |
> |
\hline \hline |
| 275 |
> |
|
| 276 |
> |
\multicolumn{9}{c}{ {\bf $2\mu1e$ Channel}} \\ \hline \hline |
| 277 |
> |
Step & \WZ & $\epsilon$ & $b\bar{b}\ell\ell$ & $\epsilon$ & $\Z+jets$ & $\epsilon$ & $t\bar{t}+jets$ & $\epsilon$ \\ \hline |
| 278 |
> |
All events & 546 & & 72,770 & & 1,268,000 & & 17,600 & \\ |
| 279 |
> |
Found $\Z \to \mu\mu$ & 234 &43\%& 31,890 & 44\% & 577,200 & 46\% & 2779 & 16\% \\ |
| 280 |
> |
Found $\W \to e\nu$ & 48.8 &21\%& 214 & 0.67\% & 702 & 0.12\% & 15.1 & 0.54\% \\ |
| 281 |
> |
\W lepton $p_T$ cut & 40.7 &83\%& 50.6 & 24\% & 464.0 & 66\% & 10.3 & 68\% \\ |
| 282 |
> |
$\Delta R(e,\mu)$ cut & 40.6&100\%& 23.3 & 46\% & 93.0 & 20\% & 7.1 & 70\% \\ |
| 283 |
> |
Passes HLT & 39.4 &97\%& 23.2 & 99\% & 88.8 & 95\% & 6.6 & 93\% \\ |
| 284 |
> |
\Z mass window & 35.6 & 90\% & 18.9 & 81\% & 50.3 & 57\% & 2.8 &44\% \\ \hline |
| 285 |
> |
Overall efficiency & &6.5\% & & 0.026\% & & 0.0040\% & & 0.016\% \\ |
| 286 |
> |
\hline \hline |
| 287 |
> |
|
| 288 |
> |
\multicolumn{9}{c}{ {\bf $3\mu$ Channel}} \\ \hline \hline |
| 289 |
> |
Step & \WZ & $\epsilon$ & ${b\bar{b}\ell\ell}$ & $\epsilon$ & $\Z+jets$ & $\epsilon$ & ${t\bar{t}+jets}$ & $\epsilon$ \\ \hline |
| 290 |
> |
All events & 546 & & 72,770 & & 1,268,000 & & 17,600 & \\ |
| 291 |
> |
Found $Z \to \mu\mu$ & 234 & 43\% & 31,900 & 44\% & 577,000 & 45\% & 2779 & 16 \% \\ |
| 292 |
> |
Found $W \to \mu$ & 58 & 25 \% & 811 & 2.5\% & 2521 & 0.44\% & 35.3 & 1.23 \% \\ |
| 293 |
> |
W Lepton Pt cut & 44.2 & 77 \% & 8.9 & 1.1\% & 1.8 & 0.07\% & 1.7 & 4.8 \% \\ |
| 294 |
> |
Passes HLT & 44.0 & 99\% & 8.9 & 100\% & 1.8 & 100 \% & 1.7 & 100 \% \\ |
| 295 |
> |
Z mass window & 40.0 & 91 \%) & 7.8 & 88\% & 1.8 & 100 \% & 1.2 & 69\% \\ \hline |
| 296 |
> |
Overall efficiency & & 7.3 \% & & 0.011\% & & 0.00015\% & & 0.0065\% \\ |
| 297 |
|
\hline |
| 298 |
|
\end{tabular} |
| 299 |
|
|
| 300 |
|
|
| 301 |
|
\caption{Expected number of signal and background events passing the different |
| 302 |
< |
selections steps in the \WZ, \Zbbbar, \Zjets and \ttjets samples for an integrated luminosity |
| 302 |
> |
selections steps together with the efficiency of each requirement and total efficiency of |
| 303 |
> |
selection criteria in the \WZ, \Zbbbar, \Zjets and \ttjets samples for an integrated luminosity |
| 304 |
|
of 1 \invfb.} |
| 305 |
|
\label{tab:sel-effA} |
| 306 |
|
\end{center} |
| 307 |
|
\end{table} |
| 308 |
|
|
| 309 |
< |
|
| 261 |
< |
|
| 262 |
< |
%\subsection{Signal extraction} |
| 263 |
< |
%\input D0Matrix |
| 264 |
< |
\input zjetbackground |
| 265 |
< |
|
| 266 |
< |
|
| 267 |
< |
\section{Systematic uncertainties} |
| 268 |
< |
\input Sys |
| 269 |
< |
|
| 270 |
< |
|
| 271 |
< |
\begin{figure}[bt] |
| 272 |
< |
\begin{center} |
| 273 |
< |
\scalebox{0.8}{\includegraphics{figs/met_by_channel.eps}} |
| 274 |
< |
\caption{Missing transverse mass for the four signal categories. |
| 275 |
< |
The distributions show the number of expected events |
| 276 |
< |
for $1 fb^{-1}$. Only events with 81.1 GeV $< M_Z < $ 101.1 \gev |
| 277 |
< |
are shown. All selection cuts are applied.} |
| 278 |
< |
\label{fig:met} |
| 279 |
< |
\end{center} |
| 280 |
< |
\end{figure} |
| 281 |
< |
|
| 282 |
< |
\begin{figure}[bt] |
| 283 |
< |
\begin{center} |
| 284 |
< |
\scalebox{0.8}{\includegraphics{figs/mtw_by_channel.eps}} |
| 285 |
< |
\caption{W transverse mass for the four signal categories. |
| 286 |
< |
The distributions show the number of expected events |
| 287 |
< |
for $1 fb^{-1}$. Only events with 81.1 GeV $< M_Z < $ 101.1 GeV are shown. |
| 288 |
< |
All selection cuts are applied.} |
| 289 |
< |
\label{fig:mtw} |
| 290 |
< |
\end{center} |
| 291 |
< |
\end{figure} |
| 292 |
< |
|
| 293 |
< |
|
| 294 |
< |
|
| 295 |
< |
|
| 296 |
< |
\begin{table}[tbp] |
| 309 |
> |
\begin{table}[p] |
| 310 |
|
\begin{center} |
| 311 |
< |
\begin{tabular}{lccccc} |
| 311 |
> |
\begin{tabular}{l|ccccc} |
| 312 |
|
\hline \hline |
| 313 |
< |
& \multicolumn{5}{c}{$Z \to ee $} \\ |
| 314 |
< |
& $W \to e$ |
| 315 |
< |
& $W \to \mu$ |
| 316 |
< |
& $W \to \tau \to e$ |
| 317 |
< |
& $W \to \tau \to \mu$ |
| 318 |
< |
& $W \to \tau \to hadrons$ |
| 313 |
> |
& \multicolumn{5}{c}{$\Z \to ee$ and \W decay modes below} \\ |
| 314 |
> |
Reconstruction channel & $e \nu$ |
| 315 |
> |
& $\mu \nu $ |
| 316 |
> |
& $\tau \nu \to e \nu \nu $ |
| 317 |
> |
& $\tau \nu \to \mu \nu \nu $ |
| 318 |
> |
& $\tau \nu \to {\rm hadrons~} \nu$ |
| 319 |
|
\\ \hline |
| 320 |
|
$3e$ & 17.4 \% & 0.0319 \% & 6.42 \% & 0 \% & 0.162 \% \\ |
| 321 |
|
$2e1\mu$ & 0 \% & 18.6 \% & 0 \% & 5.53 \% & 0.0485 \% \\ |
| 322 |
|
$2\mu1e$ & 0 \% & 0 \% & 0 \% & 0 \% & 0 \% \\ |
| 323 |
|
$3\mu$ & 0 \% & 0 \% & 0 \% & 0 \% & 0 \% \\ |
| 324 |
|
\hline \hline |
| 325 |
< |
& \multicolumn{5}{c}{$Z \to \mu\mu $} \\ |
| 326 |
< |
& $W \to e$ |
| 327 |
< |
& $W \to \mu$ |
| 328 |
< |
& $W \to \tau \to e$ |
| 329 |
< |
& $W \to \tau \to \mu$ |
| 330 |
< |
& $W \to \tau \to hadrons$ |
| 325 |
> |
|
| 326 |
> |
& \multicolumn{5}{c}{$\Z \to \mu\mu$ and \W decay modes below} \\ |
| 327 |
> |
Reconstruction channel & $e\nu$ |
| 328 |
> |
& $\mu\nu$ |
| 329 |
> |
& $\tau\nu \to e\nu\nu$ |
| 330 |
> |
& $\tau\nu \to \mu\nu\nu$ |
| 331 |
> |
& $\tau\nu \to {\rm hadrons~}\nu$ |
| 332 |
|
\\ \hline |
| 333 |
|
$3e$ & 0 \% & 0 \% & 0 \% & 0 \% & 0 \% \\ |
| 334 |
|
$2e1\mu$ & 0.0104 \% & 0 \% & 0 \% & 0 \% & 0 \% \\ |
| 340 |
|
\caption{Selection efficiency for signal events in the four selection channels for the different |
| 341 |
|
generated \W and \Z decay channels.} |
| 342 |
|
\label{tab:wz-effimatrix} |
| 329 |
– |
\end{table} |
| 343 |
|
|
| 344 |
< |
|
| 345 |
< |
\begin{table}[tbp] |
| 344 |
> |
%\end{table} |
| 345 |
> |
%\begin{table}[tbp] |
| 346 |
|
\begin{center} |
| 347 |
|
\begin{tabular}{llcc} \hline |
| 348 |
< |
& & \multicolumn{2}{c}{Generated decay:} \\ |
| 349 |
< |
& & \multicolumn{2}{c}{$Z \to ee $} \\ |
| 350 |
< |
Selection channel & & $W \to e$ & $W \to \mu$ \\ \hline |
| 348 |
> |
& & \multicolumn{2}{c}{Generated decay} \\ |
| 349 |
> |
& & \multicolumn{2}{c}{$\Z \to ee $} \\ |
| 350 |
> |
Selection channel & & $\W \to e\nu$ & $\W \to \mu\nu$ \\ |
| 351 |
|
\hline \hline |
| 352 |
|
\multicolumn{4}{c}{all} \\ \hline |
| 353 |
< |
$3e$ & all & 1644 & 3 \\ |
| 354 |
< |
$3e$ & matched Z & 0.937+/-0.00598 & 1+/-0\\ |
| 355 |
< |
$3e$ & matched W & 0.915+/-0.00688 & 0+/--1\\ |
| 356 |
< |
$3e$ & matched WZ & 0.914+/-0.00691 & 0+/--1\\ |
| 357 |
< |
\hline \hline |
| 358 |
< |
\multicolumn{4}{c}{exactly 1 W lepton candidate} \\ \hline |
| 359 |
< |
$3e$ & all & 1602 & 0 \\ |
| 360 |
< |
$3e$ & matched Z & 0.938+/-0.00604 & -1+/--1\\ |
| 361 |
< |
$3e$ & matched W & 0.915+/-0.00696 & -1+/--1\\ |
| 362 |
< |
$3e$ & matched WZ & 0.914+/-0.00699 & -1+/--1\\ |
| 363 |
< |
\hline \hline |
| 364 |
< |
\multicolumn{4}{c}{more than 1 W lepton candidate} \\ \hline |
| 365 |
< |
$3e$ & all & 42 & 3 \\ |
| 366 |
< |
$3e$ & matched Z & 0.929+/-0.0397 & 1+/-0\\ |
| 367 |
< |
$3e$ & matched W & 0.905+/-0.0453 & 0+/--1\\ |
| 368 |
< |
$3e$ & matched WZ & 0.905+/-0.0453 & 0+/--1\\ |
| 353 |
> |
$3e$ & all & 1644 events & 3 events \\ |
| 354 |
> |
$3e$ & matched \Z & 93$\pm$1\% & 100\%\\ |
| 355 |
> |
$3e$ & matched \W & 92$\pm$1\% & 0\\ |
| 356 |
> |
$3e$ & matched \WZ & 91$\pm$1\% & 0\\ |
| 357 |
> |
\hline \hline |
| 358 |
> |
|
| 359 |
> |
\multicolumn{4}{c}{exactly 1 \W lepton candidate} \\ \hline |
| 360 |
> |
$3e$ & all & 1602 events & 0 events \\ |
| 361 |
> |
$3e$ & matched \Z & 94$\pm$1\% & 0\\ |
| 362 |
> |
$3e$ & matched \W & 92$\pm$1\% & 0\\ |
| 363 |
> |
$3e$ & matched \WZ & 91$\pm$1\% & 0\\ |
| 364 |
> |
\hline \hline |
| 365 |
> |
|
| 366 |
> |
\multicolumn{4}{c}{more than 1 \W lepton candidate} \\ \hline |
| 367 |
> |
$3e$ & all & 42 events & 3 events \\ |
| 368 |
> |
$3e$ & matched \Z & 93$\pm$4\% & 100\%\\ |
| 369 |
> |
$3e$ & matched \W & 91 $\pm$5\% & 0\\ |
| 370 |
> |
$3e$ & matched \WZ & 91$\pm$5\% & 0\\ |
| 371 |
|
\hline \hline |
| 372 |
+ |
|
| 373 |
|
\multicolumn{4}{c}{all} \\ \hline |
| 374 |
< |
$2e1\mu$ & all & 0 & 1746 \\ |
| 375 |
< |
$2e1\mu$ & matched Z & -1+/--1 & 0.999+/-0.000573\\ |
| 376 |
< |
$2e1\mu$ & matched W & -1+/--1 & 1+/-0\\ |
| 377 |
< |
$2e1\mu$ & matched WZ & -1+/--1 & 0.999+/-0.000573\\ |
| 378 |
< |
\hline \hline |
| 379 |
< |
\multicolumn{4}{c}{exactly 1 W lepton candidate} \\ \hline |
| 380 |
< |
$2e1\mu$ & all & 0 & 1715 \\ |
| 381 |
< |
$2e1\mu$ & matched Z & -1+/--1 & 0.999+/-0.000583\\ |
| 382 |
< |
$2e1\mu$ & matched W & -1+/--1 & 1+/-0\\ |
| 383 |
< |
$2e1\mu$ & matched WZ & -1+/--1 & 0.999+/-0.000583\\ |
| 374 |
> |
$2e1\mu$ & all & 0 events & 1746 events \\ |
| 375 |
> |
$2e1\mu$ & matched \Z & 0 & 100\%\\ |
| 376 |
> |
$2e1\mu$ & matched \W & 0 & 100\%\\ |
| 377 |
> |
$2e1\mu$ & matched \WZ & 0 & 100\%\\ |
| 378 |
> |
\hline \hline |
| 379 |
> |
|
| 380 |
> |
\multicolumn{4}{c}{exactly 1 \W lepton candidate} \\ \hline |
| 381 |
> |
$2e1\mu$ & all & 0 events & 1715 events \\ |
| 382 |
> |
$2e1\mu$ & matched \Z & 0 & 100\%\\ |
| 383 |
> |
$2e1\mu$ & matched \W & 0 & 100\%\\ |
| 384 |
> |
$2e1\mu$ & matched \WZ & 0 & 100\%\\ |
| 385 |
|
\hline \hline |
| 386 |
< |
\multicolumn{4}{c}{more than 1 W lepton candidate} \\ \hline |
| 386 |
> |
|
| 387 |
> |
\multicolumn{4}{c}{more than 1 \W lepton candidate} \\ \hline |
| 388 |
|
$2e1\mu$ & all & 0 & 31 \\ |
| 389 |
< |
$2e1\mu$ & matched Z & -1+/--1 & 1+/-0\\ |
| 390 |
< |
$2e1\mu$ & matched W & -1+/--1 & 1+/-0\\ |
| 391 |
< |
$2e1\mu$ & matched WZ & -1+/--1 & 1+/-0\\ \hline \hline |
| 389 |
> |
$2e1\mu$ & matched \Z & 0 & 100\%\\ |
| 390 |
> |
$2e1\mu$ & matched \W & 0 & 100\%\\ |
| 391 |
> |
$2e1\mu$ & matched \WZ & 0 & 100\% \\ \hline \hline |
| 392 |
|
\end{tabular} |
| 393 |
|
\end{center} |
| 394 |
|
\caption{Fractions of events with correctly matched leptons |
| 403 |
|
\begin{center} |
| 404 |
|
\begin{tabular}{llcc} \hline |
| 405 |
|
& & \multicolumn{2}{c}{Generated decay:} \\ |
| 406 |
< |
& & \multicolumn{2}{c}{$Z \to \mu\mu $} \\ |
| 407 |
< |
Selection channel & & $W \to e$ & $W \to \mu$ |
| 408 |
< |
\\ \hline |
| 406 |
> |
& & \multicolumn{2}{c}{$\Z \to \mu\mu $} \\ |
| 407 |
> |
Selection channel & & $\W \to e\nu$ & $\W \to \mu\nu$ |
| 408 |
> |
\\ |
| 409 |
|
\hline \hline |
| 410 |
|
\multicolumn{4}{c}{all} \\ \hline |
| 411 |
< |
$2\mu1e$ & all & 1895 & 2 \\ |
| 412 |
< |
$2\mu1e$ & matched Z & 1+/-0 & 1+/-0\\ |
| 413 |
< |
$2\mu1e$ & matched W & 0.985+/-0.00282 & 0+/--1\\ |
| 414 |
< |
$2\mu1e$ & matched WZ & 0.985+/-0.00282 & 0+/--1\\ |
| 415 |
< |
\hline \hline |
| 416 |
< |
\multicolumn{4}{c}{exactly 1 W lepton candidate} \\ \hline |
| 417 |
< |
$2\mu1e$ & all & 1847 & 0 \\ |
| 418 |
< |
$2\mu1e$ & matched Z & 1+/-0 & -1+/--1\\ |
| 419 |
< |
$2\mu1e$ & matched W & 0.986+/-0.00274 & -1+/--1\\ |
| 420 |
< |
$2\mu1e$ & matched WZ & 0.986+/-0.00274 & -1+/--1\\ |
| 421 |
< |
\hline \hline |
| 422 |
< |
\multicolumn{4}{c}{more than 1 W lepton candidate} \\ \hline |
| 423 |
< |
$2\mu1e$ & all & 48 & 2 \\ |
| 424 |
< |
$2\mu1e$ & matched Z & 1+/-0 & 1+/-0\\ |
| 425 |
< |
$2\mu1e$ & matched W & 0.938+/-0.0349 & 0+/--1\\ |
| 426 |
< |
$2\mu1e$ & matched WZ & 0.938+/-0.0349 & 0+/--1\\ |
| 411 |
> |
$2\mu1e$ & all & 1895 events & 2 events \\ |
| 412 |
> |
$2\mu1e$ & matched \Z & 100\% & 100\%\\ |
| 413 |
> |
$2\mu1e$ & matched \W & 99$\pm$1\% & 0\\ |
| 414 |
> |
$2\mu1e$ & matched \WZ & 99$\pm$1\% & 0\\ |
| 415 |
> |
\hline \hline |
| 416 |
> |
|
| 417 |
> |
\multicolumn{4}{c}{exactly 1 \W lepton candidate} \\ \hline |
| 418 |
> |
$2\mu1e$ & all & 1847 events & 0 events \\ |
| 419 |
> |
$2\mu1e$ & matched \Z & 100\% & 0\\ |
| 420 |
> |
$2\mu1e$ & matched \W & 99$\pm$1\% & 0\\ |
| 421 |
> |
$2\mu1e$ & matched \WZ & 99$\pm$1\% & 0\\ |
| 422 |
> |
\hline \hline |
| 423 |
> |
|
| 424 |
> |
\multicolumn{4}{c}{more than 1 \W lepton candidate} \\ \hline |
| 425 |
> |
$2\mu1e$ & all & 48 events & 2 events \\ |
| 426 |
> |
$2\mu1e$ & matched \Z & 100\% & 100\%\\ |
| 427 |
> |
$2\mu1e$ & matched \W & 94$\pm$3.5\%& 0\\ |
| 428 |
> |
$2\mu1e$ & matched \WZ & 94$\pm$3.5\% & 0\\ |
| 429 |
|
\hline \hline |
| 430 |
+ |
|
| 431 |
|
\multicolumn{4}{c}{all} \\ \hline |
| 432 |
< |
$3\mu$ & all & 0 & 2251 \\ |
| 433 |
< |
$3\mu$ & matched Z & -1+/--1 & 0.943+/-0.00488\\ |
| 434 |
< |
$3\mu$ & matched W & -1+/--1 & 0.933+/-0.00526\\ |
| 435 |
< |
$3\mu$ & matched WZ & -1+/--1 & 0.933+/-0.00526\\ |
| 436 |
< |
\hline \hline |
| 437 |
< |
\multicolumn{4}{c}{exactly 1 W lepton candidate} \\ \hline |
| 438 |
< |
$3\mu$ & all & 0 & 2207 \\ |
| 439 |
< |
$3\mu$ & matched Z & -1+/--1 & 0.944+/-0.0049\\ |
| 440 |
< |
$3\mu$ & matched W & -1+/--1 & 0.934+/-0.00529\\ |
| 441 |
< |
$3\mu$ & matched WZ & -1+/--1 & 0.934+/-0.00529\\ |
| 442 |
< |
\hline \hline |
| 443 |
< |
\multicolumn{4}{c}{more than 1 W lepton candidate} \\ \hline |
| 444 |
< |
$3\mu$ & all & 0 & 44 \\ |
| 445 |
< |
$3\mu$ & matched Z & -1+/--1 & 0.909+/-0.0433\\ |
| 446 |
< |
$3\mu$ & matched W & -1+/--1 & 0.909+/-0.0433\\ |
| 447 |
< |
$3\mu$ & matched WZ & -1+/--1 & 0.909+/-0.0433\\ \hline \hline |
| 432 |
> |
$3\mu$ & all & 0 events & 2251 events \\ |
| 433 |
> |
$3\mu$ & matched \Z & 0 & 94$\pm$1\%\\ |
| 434 |
> |
$3\mu$ & matched \W & 0 & 93$\pm$1\%\\ |
| 435 |
> |
$3\mu$ & matched \WZ & 0 & 93$\pm$1\%\\ |
| 436 |
> |
\hline \hline |
| 437 |
> |
|
| 438 |
> |
\multicolumn{4}{c}{exactly 1 \W lepton candidate} \\ \hline |
| 439 |
> |
$3\mu$ & all & 0 events & 2207 events \\ |
| 440 |
> |
$3\mu$ & matched \Z & 0 & 94$\pm$1\%\\ |
| 441 |
> |
$3\mu$ & matched \W & 0 & 93$\pm$1\%\\ |
| 442 |
> |
$3\mu$ & matched \WZ & 0 & 93$\pm$1\%\\ |
| 443 |
> |
\hline \hline |
| 444 |
> |
|
| 445 |
> |
\multicolumn{4}{c}{more than 1 \W lepton candidate} \\ \hline |
| 446 |
> |
$3\mu$ & all & 0 events & 44 events \\ |
| 447 |
> |
$3\mu$ & matched \Z & 0 & 91$\pm$4\%\\ |
| 448 |
> |
$3\mu$ & matched \W & 0 & 91$\pm$4\%\\ |
| 449 |
> |
$3\mu$ & matched \WZ & 0 & 91$\pm$4\%\\ \hline \hline |
| 450 |
|
\end{tabular} |
| 451 |
|
\end{center} |
| 452 |
|
\caption{Fractions of MC \WZ events with correctly matched leptons |
| 455 |
|
\label{tab:wz-matcheffi-Zmumu} |
| 456 |
|
\end{table} |
| 457 |
|
|
| 458 |
+ |
|
| 459 |
+ |
%\subsection{Signal extraction} |
| 460 |
+ |
%\input D0Matrix |
| 461 |
+ |
\input zjetbackground |
| 462 |
+ |
|
| 463 |
+ |
|
| 464 |
+ |
\section{Systematic uncertainties} |
| 465 |
+ |
\input Sys |
| 466 |
+ |
|
| 467 |
+ |
|
| 468 |
+ |
\begin{figure}[bt] |
| 469 |
+ |
\begin{center} |
| 470 |
+ |
\scalebox{0.8}{\includegraphics{figs/met_by_channel.eps}} |
| 471 |
+ |
\caption{Missing transverse mass for the four signal categories. |
| 472 |
+ |
The distributions show the number of expected events |
| 473 |
+ |
for $1 fb^{-1}$. Only events with 81.1 GeV $< M_Z < $ 101.1 \gev |
| 474 |
+ |
are shown. All selection cuts are applied.} |
| 475 |
+ |
\label{fig:met} |
| 476 |
+ |
\end{center} |
| 477 |
+ |
\end{figure} |
| 478 |
+ |
|
| 479 |
+ |
\begin{figure}[bt] |
| 480 |
+ |
\begin{center} |
| 481 |
+ |
\scalebox{0.8}{\includegraphics{figs/mtw_by_channel.eps}} |
| 482 |
+ |
\caption{W transverse mass for the four signal categories. |
| 483 |
+ |
The distributions show the number of expected events |
| 484 |
+ |
for $1 fb^{-1}$. Only events with 81.1 GeV $< M_Z < $ 101.1 GeV are shown. |
| 485 |
+ |
All selection cuts are applied.} |
| 486 |
+ |
\label{fig:mtw} |
| 487 |
+ |
\end{center} |
| 488 |
+ |
\end{figure} |
| 489 |
+ |
|
| 490 |
+ |
|
| 491 |
+ |
|
| 492 |
+ |
|
| 493 |
+ |
|
