Annotation of ttbar/p20_taujets_note/Summary.tex, revision 1.1

1.1     ! uid12904    1: \section{\label{sub:xsect}Cross section}
        !             2: 
        !             3: Having presented the preselection yelds on Section \ref{sub:Preselection} we now show the results of the 
        !             4: efficiencies for $\tau$ ID, b-tagging and trigger for all $t\bar{t}$ channels
        !             5: 
        !             6: 
        !             7: \begin{table}[h]
        !             8: %\begin{center}
        !             9: \begin{tabular}{ccccc}
        !            10: \hline
        !            11: Selection  & Relative(\%)  & Cumulative(\%) \\ \hline 
        !            12: $\tau$ ID &  $ 22.20 \pm 0.24 $ &  $ 22.20 \pm 0.24 $ \\
        !            13: Trigger  &  $ 84.54 \pm 0.55 \ $ &  $ 18.77 \pm 0.22\ $   \\
        !            14: b-tagging  &  $ 61.82 \pm 0.55 \ $ &  $ 11.61 \pm 0.16\ $  \\ \hline
        !            15: 
        !            16: \end{tabular}
        !            17: \caption{$t\overline{t}\rightarrow\tau+jets$ final cut flow for taus types 1 and 2} 
        !            18: %\end{center}
        !            19: \label{taujets_final12}
        !            20: \end{table}
        !            21: 
        !            22: 
        !            23: \begin{table}[h]
        !            24: %\begin{center}
        !            25: \begin{tabular}{ccccc}
        !            26: \hline
        !            27: Selection  & Relative(\%)  & Cumulative(\%) \\ \hline 
        !            28: $\tau$ ID &  $ 12.37 \pm 0.21 $ &  $ 12.37 \pm 0.21 $ \\
        !            29: Trigger  &  $ 84.79 \pm 0.75 \ $ &  $ 10.49 \pm 0.19\ $   \\
        !            30: b-tagging  &  $ 59.63 \pm 0.75 \ $ &  $ 6.26 \pm 0.13\ $  \\ \hline
        !            31: 
        !            32: \end{tabular}
        !            33: \caption{$t\overline{t}\rightarrow\tau+jets$ final cut flow for taus type 3} 
        !            34: %\end{center}
        !            35: \label{taujets_final3}
        !            36: \end{table}
        !            37: 
        !            38: 
        !            39: \begin{table}[h]
        !            40: %\begin{center}
        !            41: \begin{tabular}{ccccc}
        !            42: \hline
        !            43: Selection  & Relative(\%)  & Cumulative(\%) \\ \hline 
        !            44: $\tau$ ID &  $ 10.81 \pm 0.20 $ &  $ 10.81 \pm 0.20 $ \\
        !            45: Trigger  &  $ 83.40 \pm 0.81 \ $ &  $ 9.02 \pm 0.18\ $   \\
        !            46: b-tagging  &  $ 61.30 \pm 0.82 \ $ &  $ 5.52 \pm 0.12\ $  \\ \hline
        !            47: 
        !            48: \end{tabular}
        !            49: \caption{$t\overline{t}\rightarrow e+jets$ final cut flow for taus types 1 and 2} 
        !            50: %\end{center}
        !            51: \label{elecjets_final12}
        !            52: \end{table}
        !            53: 
        !            54: \begin{table}[b]
        !            55: %\begin{center}
        !            56: \begin{tabular}{ccccc}
        !            57: \hline
        !            58: Selection  & Relative(\%)  & Cumulative(\%) \\ \hline 
        !            59: $\tau$ ID &  $ 2.25 \pm 0.11 $ &  $ 2.25 \pm 0.11 $ \\
        !            60: Trigger  &  $ 83.62 \pm 1.77 \ $ &  $ 1.88 \pm 0.09 \ $   \\
        !            61: b-tagging  &  $ 58.26 \pm 1.76 \ $ &  $ 1.10 \pm 0.06\ $  \\ \hline
        !            62: 
        !            63: \end{tabular}
        !            64: \caption{$t\overline{t}\rightarrow e+jets$ final cut flow for taus type 3} 
        !            65: %\end{center}
        !            66: \label{elecjets_final3}
        !            67: \end{table}
        !            68: 
        !            69: %\newpage
        !            70: 
        !            71: 
        !            72: \begin{table}[b]
        !            73: %\begin{center}
        !            74: \begin{tabular}{ccccc}
        !            75: \hline
        !            76: Selection  & Relative(\%)  & Cumulative(\%) \\ \hline 
        !            77: $\tau$ ID &  $ 3.38 \pm 0.19 $ &  $ 3.38 \pm 0.19 $ \\
        !            78: Trigger  &  $ 84.44 \pm 2.13 \ $ &  $ 2.86 \pm 0.17\ $   \\
        !            79: b-tagging  &  $ 61.25 \pm 2.16 \ $ &  $ 1.75 \pm 0.11\ $  \\ \hline
        !            80: 
        !            81: \end{tabular}
        !            82: \caption{$t\overline{t}\rightarrow \mu +jets$ final cut flow for taus types 1 and 2.} 
        !            83: %\end{center}
        !            84: \label{muonjets_final12}
        !            85: \end{table}
        !            86: 
        !            87: 
        !            88: \begin{table}[b]
        !            89: %\begin{center}
        !            90: \begin{tabular}{ccccc}
        !            91: \hline
        !            92: Selection  & Relative(\%)  & Cumulative(\%) \\ \hline 
        !            93: $\tau$ ID &  $ 3.88 \pm 0.21 $ &  $ 3.88 \pm 0.21 $ \\
        !            94: Trigger  &  $ 82.79 \pm 2.04 \ $ &  $ 3.21 \pm 0.18\ $   \\
        !            95: b-tagging  &  $ 58.11 \pm 2.05 \ $ &  $ 1.87 \pm 0.11\ $  \\ \hline
        !            96: 
        !            97: \end{tabular}
        !            98: \caption{$t\overline{t}\rightarrow \mu +jets$ final cut flow for taus type 3} 
        !            99: %\end{center}
        !           100: \label{muonjets_final3}
        !           101: \end{table}
        !           102: 
        !           103: 
        !           104: \begin{table}[b]
        !           105: %\begin{center}
        !           106: \begin{tabular}{ccccc}
        !           107: \hline
        !           108: Selection  & Relative(\%)  & Cumulative(\%) \\ \hline 
        !           109: $\tau$ ID &  $ 21.18 \pm 0.37 $ &  $ 21.18 \pm 0.37 $ \\
        !           110: Trigger  &  $ 79.56 \pm 0.90 \ $ &  $ 16.85 \pm 0.34 \ $   \\
        !           111: b-tagging  &  $ 62.83 \pm 0.92 \ $ &  $ 10.59 \pm 0.25\ $  \\ \hline
        !           112: 
        !           113: \end{tabular}
        !           114: \caption{$t\overline{t}\rightarrow dilepton$ final cut flow for taus types 1 and 2} 
        !           115: %\end{center}
        !           116: \label{dilep_final12}
        !           117: \end{table}
        !           118: 
        !           119: 
        !           120: \clearpage
        !           121: 
        !           122: \begin{table}[t]
        !           123: %\begin{center}
        !           124: \begin{tabular}{ccccc}
        !           125: \hline
        !           126: Selection  & Relative(\%)  & Cumulative(\%) \\ \hline 
        !           127: $\tau$ ID &  $ 14.73 \pm 0.34 $ &  $ 14.73 \pm 0.34 $ \\
        !           128: Trigger  &  $ 78.78 \pm 1.08 \ $ &  $ 11.60 \pm 0.30\ $   \\
        !           129: b-tagging  &  $ 63.62 \pm 1.11 \ $ &  $ 7.38 \pm 0.22\ $  \\ \hline
        !           130: 
        !           131: \end{tabular}
        !           132: \caption{$t\overline{t}\rightarrow dilepton$ final cut flow for taus type 3.} 
        !           133: %\end{center}
        !           134: \label{dilep_final3}
        !           135: \end{table}
        !           136: 
        !           137: %\newpage
        !           138: 
        !           139: 
        !           140: 
        !           141: After having computed all efficiencies it is worthy to summarize all of them (in \%) for the different tau types:
        !           142: 
        !           143: \begin{table}[h]
        !           144: %\begin{center}
        !           145: \begin{tabular}{ccccc}
        !           146: \hline
        !           147: Channel &Preselection  & $\tau$ ID  & Trigger & b-tag \\ \hline 
        !           148: $t\overline{t}\rightarrow\tau+jets$ &  $ 3.70 \pm 0.02 $ &  $ 22.20 \pm 0.24 $ & $ 18.77 \pm 0.22 $ & $ 11.61 \pm 0.16 $\\
        !           149: $t\overline{t}\rightarrow e+jets$  &  $ 3.54 \pm 0.02 $ &  $ 10.80 \pm 0.20 $ & $ 9.02 \pm 0.18 $ & $ 5.53 \pm 0.12 $\\
        !           150: $t\overline{t}\rightarrow \mu +jets$  &  $ 1.67 \pm 0.01 $ &  $ 3.38 \pm 0.19 $ & $ 2.86 \pm 0.17 $ & $ 1.75 \pm 0.11 $\\
        !           151: $t\overline{t}\rightarrow dilepton$   &  $ 1.36 \pm 0.01 $ &  $ 21.18 \pm 0.37 $ & $ 16.85 \pm 0.34 $ & $ 10.59 \pm 0.25 $\\ \hline
        !           152: \end{tabular}
        !           153: \caption{Summary of all selections for taus type 1 \& 2.} 
        !           154: %\end{center}
        !           155: \label{summary12}
        !           156: \end{table}
        !           157: 
        !           158: 
        !           159: \begin{table}[h]
        !           160: %\begin{center}
        !           161: \begin{tabular}{ccccc}
        !           162: \hline
        !           163: Channel &Preselection  & $\tau$ ID  & Trigger & b-tag \\ \hline 
        !           164: $t\overline{t}\rightarrow\tau+jets$ &  $ 3.70 \pm 0.02 $ &  $ 12.37 \pm 0.21 $ & $ 10.49 \pm 0.19 $ & $ 6.26 \pm 0.13 $\\
        !           165: $t\overline{t}\rightarrow e+jets$  &  $ 3.54 \pm 0.02 $ &  $ 2.25 \pm 0.11 $ & $ 1.88 \pm 0.09 $ & $ 1.10 \pm 0.06 $\\
        !           166: $t\overline{t}\rightarrow \mu +jets$  &  $ 1.67 \pm 0.01 $ &  $ 3.88 \pm 0.21 $ & $ 3.21 \pm 0.18 $ & $ 1.87 \pm 0.11 $\\
        !           167: $t\overline{t}\rightarrow dilepton$   &  $ 1.36 \pm 0.01 $ &  $ 14.73 \pm 0.34 $ & $ 11.60 \pm 0.30 $ & $ 7.38 \pm 0.22 $\\ \hline
        !           168: \end{tabular}
        !           169: \caption{Summary of all selections for taus type 3.} 
        !           170: %\end{center}
        !           171: \label{summary3}
        !           172: \end{table}
        !           173: 
        !           174: %\clearpage
        !           175: 
        !           176: Table below summarizes the number of events in each channel after final selection.
        !           177: 
        !           178: 
        !           179: \begin{table}[h]
        !           180: \caption{Final number of events in the two analysis channels.} 
        !           181: %\begin{ruledtabular}
        !           182: \begin{tabular}{cccccc}
        !           183: \hline 
        !           184: &$\tau$ type I,II
        !           185: &$\tau$ type I,II (fitted)
        !           186: &$\tau$ type III
        !           187: &$\tau$ type III (fitted)&\\
        !           188: \hline 
        !           189: data&
        !           190: 386 &
        !           191: &
        !           192: 459 &
        !           193: &\\
        !           194: $t\overline{t}\rightarrow\tau+jets$&
        !           195: 72.04 $\pm$ 0.53&
        !           196: &
        !           197: 38.82 $\pm$ 0.39&\\
        !           198: $t\overline{t}\rightarrow e+jets$&
        !           199: 38.35 $\pm$ 0.36&
        !           200: &
        !           201: 6.52 $\pm$ 0.16&
        !           202: &\\
        !           203: $t\overline{t}\rightarrow\mu+jets$&
        !           204: 4.81 $\pm$ 0.14&
        !           205: &
        !           206: 5.14 $\pm$ 0.14&
        !           207: &\\
        !           208: $t\overline{t}\rightarrow l+l$&
        !           209: 6.02 $\pm$ 0.07&
        !           210: &
        !           211: 4.20 $\pm$ 0.06&
        !           212: &\\
        !           213: $t\overline{t}$ total MC&
        !           214: &
        !           215: 121.22 $\pm$ 0.43&
        !           216: &
        !           217: 54.68 $\pm$ 0.20&\\
        !           218: $t\overline{t}$ total fitted&
        !           219: &
        !           220: 133.04 $\pm$ 17.09&
        !           221: &
        !           222: 33.12 $\pm$ 15.04&\\
        !           223: $W$+jets&
        !           224: 17.82 $\pm$ 0.33&
        !           225: &
        !           226: 11.26 $\pm$ 0.23&
        !           227: &\\
        !           228: $Z$+jets&
        !           229: 2.78 $\pm$ 0.14&
        !           230: &
        !           231: 2.39 $\pm$ 0.12&
        !           232: &\\
        !           233: QCD&
        !           234: &
        !           235: 232.35 $\pm$ 17.09&
        !           236: &
        !           237: 412.22 $\pm$ 15.04\\
        !           238: Signal significance&
        !           239: &
        !           240: 6.77&
        !           241: &
        !           242: 1.54
        !           243: &\\
        !           244: S/B ratio&
        !           245: &
        !           246: 0.52&
        !           247: &
        !           248: 0.08\\
        !           249: \end{tabular}
        !           250: %\end{ruledtabular}
        !           251: \label{event yeild summary} 
        !           252: \end{table}
        !           253: %
        !           254: 
        !           255: \clearpage
        !           256: 
        !           257: %The cross section is defined as 
        !           258: %$\sigma=\frac{Number\, of\, signal\, events}{\varepsilon(t\bar{t})\cdot BR(t\bar{t}\rightarrow \tau+jets)\cdot Luminosity}$. 
        !           259: %However, we are not simply doing a `counting experiment`, but want to utilize the entire range of NN output. 
        !           260: The cross section was measured by minimizing the sum of
        !           261: the negative log-likelihood functions for each bin of both the types 1 and 2 channel and the type 3 $\tau$ channel.
        !           262: These are functions used by MINUIT to perform fits shown in Figs \ref{fig:nnout_type2} and \ref{fig:nnout_type3} 
        !           263: in Section \ref{sub:NN-variables}. But there $L$ was function of $f(QCD)$ and now we want to use it to measure the cross 
        !           264: section, so we must express it in terms of $\sigma(\ttbar)$:
        !           265: \begin{center}
        !           266: \begin{equation}
        !           267: L(\sigma, \tilde{N}_{i}, N^{obs}_{i}) \equiv  -log(\prod_{i} \frac{\tilde{N}^{N^{obs}_{i}}_{i}}{N^{obs}_{i}!}  e^{-\tilde{N}_{i}})
        !           268: \end{equation}
        !           269: \end{center}
        !           270: 
        !           271: \noindent where \(\tilde{N}_{i} = \sigma \times BR \times \mathcal{L} \times \epsilon(t\bar{t})_{i} + N_{bkg}\) is number 
        !           272: events predicted in bin i of the data NN distribution and \(N^{obs}_{i}\) is the actual count observed in that bin.
        !           273: The cross-section is then the minimum value of each function. But, as stressed out in Section \ref{sub:Results-of-the}, 
        !           274: we have to take 
        !           275: into account both signal ($\ttbar$) and electroweak contamination in the loose-tight sample we 
        !           276: use to model QCD in the high NN region used for 
        !           277: the measurement. The electroweak component is small and therefore it is kept fixed during the fit and 
        !           278: subtracted from the loose-tight sample.
        !           279: However, as dicussed before, the numbers for signal contamination are 5.4\% and 3.0\% for taus types 
        !           280: 1 and 2 and type 3 respectively
        !           281: when we assumed a $t\bar{t}$ cross section of 7.46 pb. This means that 5.4\% (12.55 events) of 232.35 QCD
        !           282: events for taus types 1 and 2 are actually $\ttbar$ events and 3.0\% (12.37 events) of 412.22 QCD events 
        !           283: for taus type 3 are actually $\ttbar$ 
        !           284: events. 12.55 and 12.37 events represent increases of 9.43\% and 37.35\% on the number of signal events for types 1 and 2
        !           285: and type 3 respectively. However this is not the final measurement yet since the cross-section 
        !           286: measurement only makes sense if the cross-section we measure in the and is the same as the one we have assumed
        !           287: to normalize $t\bar{t}$ MC samples. This means that we had to iterate back
        !           288: by normalizing the signal samples until we found a convergence of the cross-section. Table XXIII summarizes
        !           289: the iteration process.
        !           290: 
        !           291: \begin{table}[htbp]
        !           292: \label{est}
        !           293: \begin{center}
        !           294: \begin{tabular}{|c|r|r|r|} \hline
        !           295: Assumed $\sigma(\ttbar)$ (pb)  & signal contamination for types 1 \& 2 (\%) & signal contamination for type 
        !           296: 3 (\%) & measured $\sigma(\ttbar)$ (pb)      \\ \hline
        !           297: 
        !           298: \hline
        !           299: 
        !           300: \multicolumn{1}{|c|}{7.46}  & \multicolumn{1}{c|}{5.4} & \multicolumn{1}{c|}{3.0} & \multicolumn{1}{c|}{8.37} \\ \hline
        !           301: 
        !           302: %$t\bar{t} \rightarrow \mbox{dilepton}$  & \multicolumn{1}{c|}{1.4}   \\ \hline
        !           303: 
        !           304: \multicolumn{1}{|c|}{8.37}  & \multicolumn{1}{c|}{6.1} & \multicolumn{1}{c|}{3.3} & \multicolumn{1}{c|}{8.42} \\ \hline
        !           305: 
        !           306: \multicolumn{1}{|c|}{8.42}  & \multicolumn{1}{c|}{6.2} & \multicolumn{1}{c|}{3.4} & \multicolumn{1}{c|}{8.46} \\ \hline
        !           307: 
        !           308: 
        !           309: \multicolumn{1}{|c|}{8.46}  & \multicolumn{1}{c|}{6.2} & \multicolumn{1}{c|}{3.4} & \multicolumn{1}{c|}{8.46} \\ \hline
        !           310: 
        !           311: \end{tabular}
        !           312: \caption{Cross-section iteration process.}
        !           313: \end{center}
        !           314: \label{iteration1} 
        !           315: \end{table}
        !           316: 
        !           317: Table above shows that when we assumed a cross-section of 8.46 pb we measured the exact same value, which means that we had to take 
        !           318: into account signal contaminations of 6.2\% (14.40 events) and 3.4\% (14.02 events) for taus types 1 and 2 and 3 respectively. 
        !           319: This represents an increase in the number of signal events of 10.82\% for types 1 and 2 and 42.33\% for type 3.
        !           320: By considering such events as part of the signal $\ttbar$  sample we measure for the cross-sections:
        !           321: 
        !           322: %\newpage 
        !           323: 
        !           324: 
        !           325: \begin{center}$\tau$+jets types 1 and 2 cross section: \[\sigma (t\overline{t}) = 
        !           326: 8.83\;\;_{-1.12}^{+1.14}\;\;({\textrm{stat}})\;\;_{-0.94}^{+0.89}\;\;({\textrm{syst}})\;\;\pm 0.3\;\;({\textrm{lumi}})\;\; \rm{pb,}\]
        !           327:  \par\end{center}
        !           328: 
        !           329: \begin{center}$\tau$+jets type 3 cross section: \[\sigma (t\overline{t}) = 
        !           330: 6.06\;\;_{-2.62}^{+2.77}\;\;({\textrm{stat}})\;\;_{-0.99}^{+0.94}\;\;({\textrm{syst}})\;\;\pm 0.3\;\;({\textrm{lumi}})\;\; \rm{pb,}\]
        !           331: \par\end{center}
        !           332: 
        !           333: 
        !           334: 
        !           335: \begin{center}Combined cross section: \[\sigma (t\overline{t}) = 
        !           336: 8.46\;\;_{-1.04}^{+1.06}\;\;({\textrm{stat}})\;\;_{-0.88}^{+0.92}\;\;({\textrm{syst}})\;\;\pm 0.3\;\;({\textrm{lumi}})\;\; \rm{pb.}\]
        !           337: \par\end{center}
        !           338: 
        !           339: \noindent The correspondent likelihoods of these measurements are shown in Figures \ref{fig:type2_llhood}, \ref{fig:type3_llhood}
        !           340: and \ref{fig:type123_llhood}. Figures \ref{fig:xsec_pres2_llhood}, \ref{fig:xsec_pres3_llhood} 
        !           341: and \ref{fig:xsec_pres123_llhood} show zoomed in graphs of the same likelihood functions described above.
        !           342: 
        !           343: 
        !           344: All associated systematics concerning this measurement can be seen in Table \ref{cap:Syst1}.
        !           345: 
        !           346: %\newpage
        !           347: 
        !           348: \begin{figure}[h]
        !           349: \includegraphics[scale=0.38]{plots2/type2_llhood.eps}
        !           350: \caption{The log likelihood function for type 1 and 2 $\tau$ channel}
        !           351: \label{fig:type2_llhood}
        !           352: \end{figure}
        !           353: 
        !           354: %\newpage
        !           355: 
        !           356: \begin{figure}[h]
        !           357: \includegraphics[scale=0.38]{plots2/type3_llhood.eps}
        !           358: \caption{The log likelihood function for type 3 $\tau$ channel}
        !           359: \label{fig:type3_llhood}
        !           360: \end{figure}
        !           361: 
        !           362: 
        !           363: \begin{figure}[b]
        !           364: \includegraphics[scale=0.38]{plots2/type123_llhood.eps}
        !           365: \caption{The log likelihood function for all three types combined}
        !           366: \label{fig:type123_llhood}
        !           367: \end{figure}
        !           368: 
        !           369: \clearpage
        !           370: 
        !           371: \begin{figure}[h]
        !           372: \includegraphics[scale=0.38]{plots2/xsec12_pres.eps}
        !           373: \caption{Zoom in of the log likelihood function for type 1 and 2 $\tau$ channel}
        !           374: \label{fig:xsec_pres2_llhood}
        !           375: \end{figure}
        !           376: 
        !           377: %\newpage
        !           378: 
        !           379: \begin{figure}[h]
        !           380: \includegraphics[scale=0.38]{plots2/xsec3_pres.eps}
        !           381: \caption{Zoom in of the log likelihood function for type 3 $\tau$ channel}
        !           382: \label{fig:xsec_pres3_llhood}
        !           383: \end{figure}
        !           384: 
        !           385: 
        !           386: \begin{figure}[b]
        !           387: \includegraphics[scale=0.38]{plots2/xsecall_pres.eps}
        !           388: \caption{Zoom in of the log likelihood function for all three types combined}
        !           389: \label{fig:xsec_pres123_llhood}
        !           390: \end{figure}
        !           391: 
        !           392: \clearpage
        !           393: 
        !           394: 
        !           395: After measuring the combined cross section we observed a significant higher statistical uncertainty value if 
        !           396: compared to the one we expected to see based on the fact that we have approximately 5 times more 
        !           397: data than in p17, where the signal contamination was not taken into account (see Appendix \ref{app:xsec_nocont}). 
        !           398: Further investigation showed that the cut NNelec $>$ 0.9 applied to taus type 2 only was responsible for such
        !           399: discrepancy. Below we show the same measurement as done above but now with no NNelec cut applied.
        !           400: 
        !           401: 
        !           402: Table below summarizes the number of events in each channel after final selection.
        !           403: 
        !           404: 
        !           405: \begin{table}[h]
        !           406: \caption{Final number of events in the two analysis channels.} 
        !           407: %\begin{ruledtabular}
        !           408: \begin{tabular}{cccccc}
        !           409: \hline 
        !           410: &$\tau$ type I,II
        !           411: &$\tau$ type I,II (fitted)
        !           412: &$\tau$ type III
        !           413: &$\tau$ type III (fitted)&\\
        !           414: \hline 
        !           415: data&
        !           416: 583 &
        !           417: &
        !           418: 459 &
        !           419: &\\
        !           420: $t\overline{t}\rightarrow\tau+jets$&
        !           421: 85.46 $\pm$ 0.58&
        !           422: &
        !           423: 38.82 $\pm$ 0.39&\\
        !           424: $t\overline{t}\rightarrow e+jets$&
        !           425: 175.23 $\pm$ 0.85&
        !           426: &
        !           427: 6.52 $\pm$ 0.16&
        !           428: &\\
        !           429: $t\overline{t}\rightarrow\mu+jets$&
        !           430: 8.98 $\pm$ 0.19&
        !           431: &
        !           432: 5.14 $\pm$ 0.14&
        !           433: &\\
        !           434: $t\overline{t}\rightarrow l+l$&
        !           435: 12.62 $\pm$ 0.10&
        !           436: &
        !           437: 4.18 $\pm$ 0.06&
        !           438: &\\
        !           439: $t\overline{t}$ total MC&
        !           440: &
        !           441: 282.27 $\pm$ 1.05&
        !           442: &
        !           443: 54.67 $\pm$ 0.41&\\
        !           444: $t\overline{t}$ total fitted&
        !           445: &
        !           446: 260.71 $\pm$ 20.74&
        !           447: &
        !           448: 35.73 $\pm$ 15.28&\\
        !           449: $W$+jets&
        !           450: 39.65 $\pm$ 0.50&
        !           451: &
        !           452: 11.26 $\pm$ 0.25&
        !           453: &\\
        !           454: $Z$+jets&
        !           455: 4.56 $\pm$ 0.10&
        !           456: &
        !           457: 2.38 $\pm$ 0.11&
        !           458: &\\
        !           459: QCD&
        !           460: &
        !           461: 278.04 $\pm$ 20.74&
        !           462: &
        !           463: 409.62 $\pm$ 15.28\\
        !           464: Signal significance&
        !           465: &
        !           466: 10.80&
        !           467: &
        !           468: 1.67
        !           469: &\\
        !           470: S/B ratio&
        !           471: &
        !           472: 0.80&
        !           473: &
        !           474: 0.08\\
        !           475: \end{tabular}
        !           476: %\end{ruledtabular}
        !           477: \label{event yeild summary} 
        !           478: \end{table}
        !           479: %
        !           480: 
        !           481: Table below shows the iteration process in this case and  and the cross section measurement follows:
        !           482: 
        !           483: \begin{table}[htbp]
        !           484: \label{est}
        !           485: \begin{center}
        !           486: \begin{tabular}{|c|r|r|r|} \hline
        !           487: Assumed $\sigma(\ttbar)$ (pb)  & signal contamination for types 1 \& 2 (\%) & signal contamination for type 
        !           488: 3 (\%) & measured $\sigma(\ttbar)$ (pb)      \\ \hline
        !           489: 
        !           490: \hline
        !           491: 
        !           492: \multicolumn{1}{|c|}{7.46}  & \multicolumn{1}{c|}{6.0} & \multicolumn{1}{c|}{3.0} & \multicolumn{1}{c|}{6.84} \\ \hline
        !           493: 
        !           494: %$t\bar{t} \rightarrow \mbox{dilepton}$  & \multicolumn{1}{c|}{1.4}   \\ \hline
        !           495: 
        !           496: \multicolumn{1}{|c|}{6.84}  & \multicolumn{1}{c|}{5.4} & \multicolumn{1}{c|}{2.7} & \multicolumn{1}{c|}{6.91} \\ \hline
        !           497: 
        !           498: \multicolumn{1}{|c|}{6.91}  & \multicolumn{1}{c|}{5.5} & \multicolumn{1}{c|}{2.8} & \multicolumn{1}{c|}{6.92} \\ \hline
        !           499: 
        !           500: 
        !           501: \multicolumn{1}{|c|}{6.92}  & \multicolumn{1}{c|}{5.5} & \multicolumn{1}{c|}{2.8} & \multicolumn{1}{c|}{6.92} \\ \hline
        !           502: 
        !           503: \end{tabular}
        !           504: \caption{Cross-section iteration process.}
        !           505: \end{center}
        !           506: \label{iteration} 
        !           507: \end{table}
        !           508: 
        !           509: 
        !           510: %\newpage 
        !           511: 
        !           512: 
        !           513: \begin{center}$\tau$+jets types 1 and 2 cross section: \[\sigma (t\overline{t}) = 
        !           514: 7.03\;\;_{-0.56}^{+0.54}\;\;({\textrm{stat}})\;\;_{-0.61}^{+0.65}\;\;({\textrm{syst}})\;\;\pm 0.3\;\;({\textrm{lumi}})\;\; \rm{pb,}\]
        !           515:  \par\end{center}
        !           516: 
        !           517: \begin{center}$\tau$+jets type 3 cross section: \[\sigma (t\overline{t}) = 
        !           518: 4.36\;\;_{-2.50}^{+2.62}\;\;({\textrm{stat}})\;\;_{-0.61}^{+0.62}\;\;({\textrm{syst}})\;\;\pm 0.3\;\;({\textrm{lumi}})\;\; \rm{pb,}\]
        !           519: \par\end{center}
        !           520: 
        !           521: 
        !           522: 
        !           523: \begin{center}Combined cross section: \[\sigma (t\overline{t}) = 
        !           524: 6.92\;\;_{-0.54}^{+0.54}\;\;({\textrm{stat}})\;\;_{-0.60}^{+0.62}\;\;({\textrm{syst}})\;\;\pm 0.3\;\;({\textrm{lumi}})\;\; \rm{pb,}\]
        !           525: \par\end{center}
        !           526: 
        !           527: 
        !           528: As we can see the statistical uncertainty decreases to 0.54 pb which is in a good agreement to what we would expect if compared 
        !           529: to 1.2 pb measured in p17. Appendix \ref{app:xsec_nocont} shows cross sections measurements when signal contamination is not
        !           530: taken into account for both NNelec $>$ 0.9 and no NNelec cut applied. Once again we observed a discrepancy when NNelec is applied
        !           531: and the expected value when NNelec is not applied.

FreeBSD-CVSweb <freebsd-cvsweb@FreeBSD.org>