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CERN-THESIS-2012-153 26/07/2012 - CERN Document Server

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impact parameter significance of well measured tracks associated with a given jet, the decay length signif-<br />

icance associated with a reconstructed secondary vertex and the invariant mass of all tracks associated to<br />

the secondary vertex. The cut on the combined likelihood ratio has been chosen for this analysis such that<br />

a b-tagging efficiency of ≈ 80% per b-jet in t¯t candidate events is achieved. Other values of interest, such as<br />

purity and rejection factors (RF), are shown in Table 5.4.<br />

IP3D+SV1 Tagger<br />

b-jet efficiency purity light-quark RF c-quark RF τ RF<br />

0.80 0.76 11 3 4<br />

Table 5.4: Parameters of the b-tagger at the chosen working point, measured in t¯t candidate events in a MC<br />

sample.<br />

Scale Factors<br />

The performance estimates of the b-jet tagger are derived on data samples. Ideally, the performance of any<br />

b-tagging algorithm depends only on the jet properties and is independent of any other characteristics of<br />

the event. Even though this is unlikely to be satisfied, it is hoped that such dependencies are properly des-<br />

cribed in simulated samples. Data-to-MC tagging and mis-tagging efficiency scale factors relate efficiencies<br />

measured in data to their counterparts in MC. These scale factors are applied to MC samples used in the<br />

2ID+TL analysis, where b-tagging is used.<br />

5.5 Data Sample<br />

This search for FCNC top quark decays is done in √ s = 7 TeV pp collisions data taken by ATLAS between<br />

March and August 2011. Only the periods in which all relevant detector components were operating properly<br />

are used, resulting in a data sample with a total integrated luminosity of 2.1 fb −1 . The uncertainty on this<br />

integrated luminosity is 3.7% [72]. Figure 5.8 shows the cumulative luminosity per day (for the data periods<br />

used in this analysis) before the good run selection. The mean number of interactions per bunch-crossing<br />

(pile-up) varies between 5.7 and 7.1 for the different data-taking periods as was shown in Figure 4.2(b).<br />

62

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