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2   \label{sec:gen}
3   \subsection{Monte Carlo generators}
4   The signal and background samples for the full detector simulation
5 < were generated with the leading order event generator PYTHIA~\cite{Sjostrand:2003wg}. To
6 < accomodate NLO effect constant k-factors were applied.
5 > were generated with the leading order event generator PYTHIA~\cite{Sjostrand:2003wg}, ALPGEN or COMPHEP. To
6 > accommodate NLO effect constant k-factors were applied.
7   Additionally the cross section calculator MCFM~\cite{Campbell:2005} was used to determine
8   the next-to-leading order differential cross section for the WZ
9   production process.  To estimate the PDF uncertainty for the signal
# Line 12 | Line 12 | CTEQ6M was used.
12  
13   \subsection{Signal Definition}
14  
15 < This analysis is studying the final state of on-shell $W$ and $Z$
16 < boson, both of them decaying leptonically. The fully final leptonic
17 < final state $l^+ l^- l^\pm \nu$ also receives a contribution from the
15 > The goal of the analysis is to study the final state of on-shell $W$
16 > and $Z$ boson, both of them decaying leptonically. The leptonic final
17 > state $l^+ l^- l^\pm \nu$ also receives a contribution from the
18   $W\gamma *$ process, where the $\gamma *$ stands for a virtual photon
19   through the $WW\gamma$ vertex. In this analysis, only events with $l^+
20   l^-$ invariant mass consistent with $Z$ mass will be considered. CMS
# Line 36 | Line 36 | and it is increasing as $P_T(Z)$ increas
36   we consider a constant $k-factor$ of 1.84 as we concentrate on the
37   first data taking. On the other side, if in the future one wants to
38   use such distribution to study the effect of possible anomalous triple
39 < gauge couplings, it will be necessary to take the $p_T$ dependance of
39 > gauge couplings, it will be necessary to take the $p_T$ dependence of
40   this $k-factor$ into account.
41  
42   \begin{figure}[!bt]
# Line 58 | Line 58 | distribution for LO and NLO calculation.
58  
59   \subsection{Signal and Background Monte Carlo samples}
60   The signal monte carlo sample has been produced using PYTHIA
61 < generator. The decay for the \W has been forced to be in $e\nu_e or
62 < \mu\nu_{mu} or \tau\nu_{\tau}$ while the \Z is decaying into electrons
61 > generator. The decay for the \W has been forced to be in $e\nu_e$ or
62 > $\mu\nu_{mu}$ or $\tau\nu_{\tau}$ while the \Z is decaying into electrons
63   or muons only.
64  
65   The main background that we have to consider are all final states
66   having at least two isolated leptons from the same flavor and with
67   opposite charge. The third one can be a real isolated lepton or a misidentified
68   lepton. The probability to misidentify one isolated lepton is rather low, so
69 < this is why we can considere safely starting from two
69 > this is why we can considerer safely starting from two
70   leptons. Moreover we will apply a cut on the invariant mass of the two
71 < leptons so most of the background remaining are:\\
71 > isolated leptons so most of the background that we have to study are:\\
72   \begin{itemize}
73   \item $W+jets$: $W$ boson will give us one isolated leptons. The probability that 2 additional jets will be misidentified as isolated lepton is very low and the criteria on the lepton invariant mass will definitely reduce such background. This channel is nevertheless useful to study other background for which data sample are not available such as $Wb\bar{b}$. The sample studied for this analysis, has been produced using ALPGEN generator per jet bin.
74 < \item $Z + jets$: $Z$ boson is commun between signal and background. The thrid isolated lepton can come from a misidentified lepton. The cross section of production of this channel is around 600 time the signal studied.The sample studied for this analysis, has been produced using ALPGEN generator per jet bin.
75 < \item $t\bar{t}$: top quark will decay to \W$b$ pair where each of the $W$ can decay via an isolated leptons. This leptons will have opposite charged. Even though combining the two leptons, we will not obtain a peak around the \Z mass, the cross section of this process is around 60 time the cross section of the signal studied. The sample studied for this analysis, has been produced using ALPGEN generator per jet bin. The third lepton will come from a semi leptonic decay of a $b$ quark which will be isolated.
76 < \item $Z + b\bar{b}$: the presence of $Z$ boson will select such events. Moreover due to the semi leptonic decay of a $b$ quark, a thrid lepton can be easily identified and consider as isolated. The sample used has been produced by COMPHEP generator.
77 < \item $ZZ$: the inclusive
78 <
74 > \item $Z + jets$: $Z$ boson is common between signal and background. The third isolated lepton can come from a misidentified lepton. The cross section of production of this channel is around 35 time greater than the signal.The sample studied for this analysis, has been produced using ALPGEN generator per jet bin.
75 > \item $t\bar{t}$: top quark will decay to \W$b$ pair where each $W$ can decay via an isolated leptons. This leptons will have opposite charged. Even though combining the two leptons, we will not obtain a peak around the \Z mass, the cross section of this process is around 15 time the cross section of the signal. The sample studied for this analysis, has been produced using ALPGEN generator per jet bin. The third lepton will come from a semi leptonic decay of a $b$ quark which will be isolated.
76 > \item $Z + b\bar{b}$: the presence of $Z$ boson will select such events. Moreover due to the semi leptonic decay of a $b$ quark, a third lepton can be easily identified and consider as isolated. The sample used has been produced by COMPHEP generator.
77 > %\item $ZZ$: the inclusive cross section production is smaller than the signal studied but due to branching fraction and if we consider $Z\rightarrow b\bar{b}$ decay, some events can pass the analysis selection. This process has been produced using PYTHIA generator.
78   \end{itemize}
79  
80 < \begin{table}[tbh]
81 < \begin{tabular}{llllll} \hline
82 < Sample & Generator & Sample name & Events & $\sigma \cdot \epsilon
83 < \cdot k$ & k-factor \\ \hline WZ & Pythia &
84 < /WZ/CMSSW\_1\_6\_7-CSA07-1195663763/RECO & 58897 & 0.585 pb & 1.92 \\
85 < $Zb\bar{b}$ & COMPHEP &
86 < /comphep-bbll/CMSSW\_1\_6\_7-CSA07-1198677426/RECO & 143.59 pb & 2.4
87 < \\ ``Chowder'' & ALPGEN &
88 < /CSA07AllEvents/CMSSW\_1\_6\_7-CSA07-Chowder-A1-PDAllEvents-ReReco-100pb/RECO
89 < & 25 M & event weights & - \\
80 > All the different sample studied are part of the CSA07 production and
81 > have been generated using $CMSSW\_1\_4_\_6$ and went through the full
82 > GEANT simulation of the CMS detector using the same release. The
83 > digitization and reconstruction have been done using $CMSSW\_1\_6_\_7$
84 > release with a misalignment/miscalibration of the detector expected
85 > after 100~pb$^{-1}$ of data. All ALPGEN samples are mixed together in
86 > ``Chowder soup''.
87 >
88 > The summary of all datasets used for signal and background is given in
89 > table~\ref{tab:MC}. We use the RECO production level to access to
90 > low-level detector information, such as reconstructed hits. This lets
91 > us to use full granularity of the CMS sub-detectors to use a isolation
92 > discriminants.
93 >
94 > Analysis of the samples is done using CMSSW$\_1\_6\_7$ CMS software release.
95 > The information is stored in ROOT trees using a code in
96 > CVS:/UserCode/Vuko/WZAnalysis, which is based on Physics Tools candidates.
97 >
98 > \begin{table}[!tb]
99 > %\begin{tabular}{llllll} \hline
100 > %Sample & Generator & Sample name & Events & $\sigma \cdot \epsilon
101 > %\cdot k$ & k-factor \\ \hline WZ & Pythia &
102 > %/WZ/CMSSW\_1\_6\_7-CSA07-1195663763/RECO & 58897 & 0.585 pb & 1.92 \\
103 > %$Zb\bar{b}$ & COMPHEP &
104 > %/comphep-bbll/CMSSW\_1\_6\_7-CSA07-1198677426/RECO & 143.59 pb & 2.4
105 > %\\ ``Chowder'' & ALPGEN &
106 > %/CSA07AllEvents/CMSSW\_1\_6\_7-CSA07-Chowder-A1-PDAllEvents-ReReco-100pb/RECO
107 > %& 25 M & event weights & - \\
108 > \begin{tabular}{|c|c|c|c|c|} \hline
109 > Sample & cross section [pb]  & Events & Dataset name \\  \hline
110 > $WZ$  & 1.12 &  59K & /WZ/CMSSW$\_1\_6\_7$-CSA07-1195663763\\ \hline
111 > $Z b\bar{b}$  & 830*0.173 (NLO) & 1.9M & /comphep-bbll/CMSSW$\_1\_6\_7$-CSA07-1198677426\\ \hline
112 > Chowder  & Event Weight & $\sim$ 21M &  /CSA07AllEvents/\\ & & & CMSSW$\_1\_6\_7$-CSA07-Chowder-A1-PDAllEvents-ReReco
113 > -100pb\\ \hline
114 > %$ZZ\rightarrow ll l'l'$&  0.846 &
115   \hline
116   \end{tabular}
117 <
117 > \label{tab:MC}
118   \caption{Monte Carlo samples used in this analysis}
119   \end{table}
120  

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