13.07.2015 Views

Measurement of the Jet Energy Scale in the CMS experiment ... - IIHE

Measurement of the Jet Energy Scale in the CMS experiment ... - IIHE

Measurement of the Jet Energy Scale in the CMS experiment ... - IIHE

SHOW MORE
SHOW LESS

You also want an ePaper? Increase the reach of your titles

YUMPU automatically turns print PDFs into web optimized ePapers that Google loves.

CHAPTER 5: Estimat<strong>in</strong>g <strong>of</strong> <strong>the</strong> <strong>Jet</strong> <strong>Energy</strong> <strong>Scale</strong> Calibration Factor 99∆ε expl/b. The estimation <strong>of</strong> <strong>the</strong> residual jet energy corrections would be well done if<strong>the</strong> bias would be equal to zero. The estimated as well as <strong>the</strong> expected results <strong>of</strong> <strong>the</strong>residual jet energy corrections are collected and <strong>the</strong> correspond<strong>in</strong>g bias for <strong>the</strong> lightand <strong>the</strong> b jets is calculated which can be found <strong>in</strong> Table 5.6.∆ε expl(%) ∆ε estl(%) ∆ε estl− ∆ε expl(%)-8.67±0.23 -10.12±0.13 -1.45±0.26∆ε expb(%) ∆ε estb(%)∆ε estb− ∆ε expb(%)-2.08±0.36 -1.31±0.20 0.77±0.41Table 5.6: The f<strong>in</strong>al estimated residual jet energy corrections obta<strong>in</strong>ed for 100pb −1 .The correspond<strong>in</strong>g expected residual corrections and <strong>the</strong> possible bias are also shown.Tak<strong>in</strong>g <strong>in</strong>to account <strong>the</strong> systematical uncerta<strong>in</strong>ties on <strong>the</strong> expected light and b jetcorrections, mentioned <strong>in</strong> Table 5.5, would result to obta<strong>in</strong> a bias on, for example, <strong>the</strong>estimated b jets to be compatible with zero. O<strong>the</strong>r systematical uncerta<strong>in</strong>ties on <strong>the</strong>estimated residual light and b jet energy corrections are calculated <strong>in</strong> Section 5.4.2.5.4.1 Performance <strong>of</strong> <strong>the</strong> MethodAs discussed <strong>in</strong> Section 5.1.6, <strong>the</strong> distributions <strong>of</strong> <strong>the</strong> reconstructed W boson and topquark masses <strong>in</strong> <strong>the</strong> topology <strong>of</strong> <strong>the</strong> e+jets t¯t events are shifted from <strong>the</strong> values that wereused <strong>in</strong> <strong>the</strong> simulation which consequently motivates <strong>the</strong> need for residual jet energycorrections. S<strong>in</strong>ce <strong>in</strong> <strong>the</strong> hadronic branch <strong>of</strong> <strong>the</strong> e+jets t¯t event, t → Wb → q¯qb, bothlight jets, aris<strong>in</strong>g <strong>in</strong> <strong>the</strong> decay <strong>of</strong> <strong>the</strong> hadronic W boson, and b jets, orig<strong>in</strong>at<strong>in</strong>g from <strong>the</strong>decay <strong>of</strong> <strong>the</strong> hadronic top quark, are present. Then by impos<strong>in</strong>g <strong>the</strong> mass constra<strong>in</strong>ts<strong>of</strong> both <strong>the</strong> W boson and <strong>the</strong> top quark by means <strong>of</strong> a k<strong>in</strong>ematic fit approach, onecould estimate <strong>the</strong> residual light as well as <strong>the</strong> b jet energy corrections as described <strong>in</strong>Section 5.2. The aim <strong>of</strong> <strong>the</strong> method was to correct <strong>the</strong> energies <strong>of</strong> <strong>the</strong> reconstructedjets <strong>in</strong> <strong>the</strong> hadronic branch <strong>of</strong> <strong>the</strong> e+jets t¯t topology so that <strong>the</strong> result<strong>in</strong>g reconstructedW boson and top quark masses are peaked around <strong>the</strong> nom<strong>in</strong>al parameters which havebeen used to generate <strong>the</strong> event.The plots shown <strong>in</strong> Figure 5.20 are <strong>the</strong> <strong>in</strong>variant masses <strong>of</strong> <strong>the</strong> corrected four-vector <strong>of</strong><strong>the</strong> W boson and top quark which are reconstructed from <strong>the</strong> corrected four-vectors <strong>of</strong><strong>the</strong> reconstructed jets <strong>in</strong> <strong>the</strong> f<strong>in</strong>al state <strong>of</strong> e+jets t¯t events. The events for which a truejet-parton comb<strong>in</strong>ation found by <strong>the</strong> MVA method, are used to fill <strong>the</strong> distributions.Compared to <strong>the</strong> plots obta<strong>in</strong>ed <strong>in</strong> Figure 5.9, it is obvious that <strong>the</strong> corrected massdistributions are peaked around <strong>the</strong>ir nom<strong>in</strong>al values as it was aimed. The reconstructedmass values <strong>of</strong> <strong>the</strong> W boson and <strong>the</strong> top quark can be fur<strong>the</strong>r improved byapply<strong>in</strong>g a second iteration which is expla<strong>in</strong>ed <strong>in</strong> <strong>the</strong> follow<strong>in</strong>g. The estimated residual

Hooray! Your file is uploaded and ready to be published.

Saved successfully!

Ooh no, something went wrong!