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Single Top Search ~ New Kinematics Fitter and ttbar bkg~ K Nakamura
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Pointed out previous meeting… MET fit function Top specific correction factor W boson direction at the W* rest frame lepton direction at the Top rest frame Use Kinematics likelihood to the event selection Mbb distribution for the event selection ttbar background ttopvl: Mtop=175 GeV Generated by Pythia MC version 5.3.3 spring summer2005 version Contents
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S-channel single top event @ CM Frame W* t b b l ambiguity Selection of bjet from top quark t-channel : tagged jet -> 95% s-channel : tagged jet -> 53% CDFNOTE top mass resolution +15 GeV Selection of neutrino Pz solution 30% … no solution M l b : for 4 cases This Top Mass constraint gave some bias to Mlnb distribution??
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Likelihood Function for neutrino Pz To define a Likelihood as the function of Neutrino Pz Move three parameters: METx METy P Z 2 solution case 0 or 1 solution case
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Likelihood Function for bbbar ambiguity is the angle of b-jet @ Wstar Rest Frame
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MET Double Gaussian with single mean value (5 parameter)
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Top Specific Correlation gen bPt [GeV] rec bPt [GeV] Rec P gen P
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Top Specific Correlation Factor distribution p0=2.12 p1=23.3 p2=0.057 p0=1.83 p1=24.8 p2=0.032 p0=1.31 p1=25.0 p2=0.081 Rec P gen P – Rec P Xaxis value of each bin is weighted mean From takeuchi-san
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Mlnb distribution Sim Lev -- top -- other
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W boson direction at the W* rest frame Dominant channel of Wbb background is t-channel like upper right feynman diagram. -> W boson direction is close to p or pbar direction
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PP W*- t b b W W*+ t b +Z @ Wstar Rest Frame W b d u ud Signal Wbb @ Wbb Rest Frame PP W b +Z b du bb W ud du ud +-+- +-+-
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Signal Wbb e ttbar Bkgs ?? W+ W-
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lepton direction at the Top rest frame PP b l- b l+ +Z t t udud @ Top Rest Frame Top quark is polarizing the d-type-quark direction at the top rest frame. -> lepton is boosted d-type-quark direction
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W*+ W*- correct wrong cos lep distribution
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Use Kinematics likelihood to the event selection Similar distribution…
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Mbb distribution for the event selection -> bb invariant mass in the Wbb background looks much smaller than signal…
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Mbb distribution We can use this variable for event selection !
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ttbar background Mlnb distribution normalized by # of events of CDFnote At least 1 b-tag
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B-tag 64.3% 29.5% 52.4% 19.7% 45.9% 37.6% Signal W(mu)bb 57.2% 20.9% 36.5% ttbar
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At least 1 b-tagS+S S+J double tag Double tag…
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61.21 7.02 20.67 } 8.4 1.9 0.49 3.3 ---- 0.6 S/B=7.02/96.6=0.07 S/sq(B)=0.71 S/B=15.3/534.5=0.03 S/sq(B)=0.66 improvement
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Backup
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S-channel single top event @ CM Frame W* t b b l ambiguity Selection of bjet from top quark t-channel : tagged jet -> 95% s-channel : tagged jet -> 53% CDFNOTE top mass resolution +15 GeV Selection of neutrino Pz solution 30% … no solution M l b : for 4 cases This Top Mass constraint gave some bias to Mlnb distribution??
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Neutrino solution
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Likelihood Function for neutrino Pz To define a Likelihood as the function of Neutrino Pz Move three parameters: METx METy P Z 2 solution case 0 or 1 solution case
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P Z @GenLev ---- W* + ---- W* - To have pronounced tendency to separate W*+ and W*- PP W*- t b b l- W*+ t b b l+ +Z correct wrong
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P Z *Q lep @Sim ---- correct ---- wrong
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W* t b b l M W* 2 > M t 2 +M b 2 ~ M t 2 M W* =q 2 =s ^ W* has the mass as small as possible to keep larger than Mt…?? W* mass
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M W* @Sim Using L5 jet No b jet correction
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Likelihood … correlation check M W* P Z *Q lep
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MET Gaussian Double Gaussian We use this one !
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Result of the Likelihood fitting
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bbbar ambiguity
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Likelihood Function for bbbar ambiguity is the angle of b-jet @ Wstar Rest Frame
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B-jet Pt distribution W* t b b l Using L5 jet No b jet correction Gen LevSim Lev -- top -- other -- top -- other Use these distribution as the Probability Density Function
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M lb distribution W* t b b l Using L5 jet No b jet correction Gen LevSim Lev -- top -- other -- top -- other Use these distribution as the Probability Density Function
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cos b x Q lep PP W*- t b b l- W*+ t b b l+ +Z tb production process has the V-A coupling, so it is easy for the b-jet to be produced in the direction of quark in proton, and bbar-jet to be produced in the direction of anti-quark in anti-proton @ the Wstar rest frame. @ Wstar Rest Frame cos angle shown in upper figure times lepton charge is the powerful variable to select b-jet which is directory produced form Wstar.
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cos b distribution Gen Lev Sim Lev topother topother ---- W* + ---- W* -
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cos b x Q lep distribution Gen Lev -- top -- other Sim Lev -- top -- other Use these distribution as the Probability Density Function
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Parameter correlation These figure shows some correlations between the Likelihood parameters…… But Likelihood is only used as the choosing bbbar ambiguity, so we use this likelihood !
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Top Specific Correction for b-jet
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Correlation Factor as the function of Pt Eta
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After Correction check
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Top Mass Distribution Linear ScaleLog Scale
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Wbb background Shape ---- Wbb ---- Signal Normalization is not correct… Use MC Wbb+0j bkg
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---- Wbb ---- Signal Mlnb distribution normalized by # of events of CDFnote Wbb 198.5 events s-channel 15.00 events At least 1 b-tag
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64.3% 29.5% 52.4% 19.7% B-tag 45.9% 37.6% SignalW(mu)bb
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---- Wbb ---- Signal At least 1 b-tagS+S S+J double tag Double tag… ---- Wbb ---- Signal Enhancement !?
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Conclusion We developed new likelihood fitter without using top mass constraint Make Likelihood fitter like blow : For the 75.2% events of the 2 solution events we can choose the correct solution. After decided neutrino Pz, we can choose the correct b-jet from the top quark for the 81% of the total events. But Mlnub distribution is not so improved… We will try to check correlation between the likelihood variables and top mass 2 solution case 0 or 1 solution case
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Backup
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W* t b b l wrong correct P W*Z @GenLev ---- W* + ---- W* - Bug is Fixed !
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P Z *Q lep @GenLev ---- correct ---- wrong
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W* t b b l wrong correct M W* @GenLev
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Probability Density Function
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Neutrino Solution Check @GenLev@Sim Choose Correct Solution Result of the Likelihood fitting What?? P Z =0 ??
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-2Log L distribution as the function of P Z First 6 events…
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Likelihood distribution for the case of P Z =0 Most likely P Z is really 0 ?? Is this correct??
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---- correct ---- wrong corr wrong 72.7% 75.2% Likelihood for Solution corr wrong
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