Difference: ExclusiveJetStudy (17 vs. 18)

Revision 182010-11-26 - MichaelWright

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Exclusive Jet Study With Kt, AntiKt and Cambridge Aachen Jet Finders

  • Reference used to calculate bin width with respect to Jet Energy Resoultion (Calculated using dijet sample): Jet_Energy_Resolution.eps
Line: 74 to 74
  We need the recombination procedure to be longitudinal boost invariant so that corrections to hadronization won't cause strong effects to the recombination procedure (large jump in jet multiplicity).
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Details of R values used in Kt Algorithm (This will be changed so we can have a direct comparison with the anti-kt algorithm)

dmin_01 -> R = 0.1, dmin_12 -> R = 0.2, dmin_23 -> R = 0.3, dmin_34 -> R = 0.4, dmin_45 -> R = 0.5, dmin_56 -> R = 0.6, dmin_67 -> R = 0.7, dmin_78 -> R = 0.8 and dmin_89 -> R = 0.9

These chosen R values will need to be changed to more suitable values, especially 01 to 23, as the R values are far too small for the corresponding jet multiplicity. Also, I will need to change these to R = 1 to compare with the anti-kt algorithm.

It will also be an interesting study to see the effects on the chosen value of R (it should only increase the dmin value, but may have a stronger effect when recombination takes place).

Note:

Most study's look at jets with R = 0.4 and 0.6.

 

Signal and Background Comparisons (Bin Width 100 GeV^2)

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Signal and Background Comparisons Not Normalized
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Signal and Background Comparisons Not Normalized R=1
 Fig1.1 AllDminSigBckKtUnNorm.png
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Signal and Background Comparisons Normalized (1/sigma dsigma/dDmin [GeV-2] )
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Signal and Background Comparisons Normalized (1/sigma dsigma/dDmin [GeV-2] ) R=1
 Fig2.1 AllDminSigBckKtNorm.png
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Signal and Background Comparisons Normalized (dsigma/dDmin [pb/GeV^2] )
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Signal and Background Comparisons Normalized (dsigma/dDmin [pb/GeV^2] ) R=1
 Fig3.1 AllDminSigBckKtNormLuminosityBinWidth.png
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Signal and Sum of Background Comparisons Normalized (dsigma/dDmin [pb/GeV^2] )
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Signal and Sum of Background Comparisons Normalized (dsigma/dDmin [pb/GeV^2] ) R=1
 Fig4.1 AllDminSigBckKtNormLuminosityBinWidth.png

Signal and Background Comparisons (Binned in Log(Dmin))

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Signal and Background Comparisons Not Normalized
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Signal and Background Comparisons Not Normalized R=1
 Fig5.1 AllDminSigBckktUnNormLog10.png
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Signal and Background Comparisons Normalized (1/sigma dsigma/dDmin [GeV-2] )
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Signal and Background Comparisons Normalized (1/sigma dsigma/dDmin [GeV-2] ) R=1
 Fig6.1 AllDminSigBckktNormLog10.png
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Signal and Background Comparisons Normalized (dsigma/dDmin [pb/GeV^2] )
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Signal and Background Comparisons Normalized (dsigma/dDmin [pb/GeV^2] ) R=1
 Fig7.1 AllDminSigBckktNormLuminosityBinWidthLog10.png
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Signal and Sum of Background Comparisons Normalized (dsigma/dDmin [pb/GeV^2] )
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Signal and Sum of Background Comparisons Normalized (dsigma/dDmin [pb/GeV^2] ) R=1
 Fig8.1 AllDminSigBckKtSumNormLuminosityBinWidthLog10.png
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Signal and Sum of Background Comparisons Normalized (1/sigma dsigma/dDmin [GeV-2] )
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Signal and Sum of Background Comparisons Normalized (1/sigma dsigma/dDmin [GeV-2] ) R=1
 Fig9.1 AllDminSigBckKtSumNormUnityLog10.png
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Signal and Background Comparisons Not Normalized R=0.4
Fig10.1 AllDminSigBckktUnNormLog10_R04.png
Signal and Background Comparisons Normalized (1/sigma dsigma/dDmin [GeV-2] ) R=0.4
Fig11.1 AllDminSigBckktNormLog10_R04.png
Signal and Background Comparisons Normalized (dsigma/dDmin [pb/GeV^2] ) R=0.4
Fig12.1 AllDminSigBckktNormLuminosityBinWidthLog10_R04.png
Signal and Sum of Background Comparisons Normalized (dsigma/dDmin [pb/GeV^2] ) R=0.4
Fig13.1 AllDminSigBckKtSumNormLuminosityBinWidthLog10_R04.png

Signal and Sum of Background Comparisons Normalized (1/sigma dsigma/dDmin [GeV-2] ) R=0.4
Fig14.1 AllDminSigBckKtSumNormUnityLog10_R04.png
 

AntiKt Jet Finder

The Anti-Kt Algorithm follows the same procedure as the Kt algorithm explained above. The differences between these two algorithms are the definitions for dij and diB.
Line: 161 to 158
  To over come this, I used the constituents that were clustered with the anti-kt algorithm and used them to be clustered with the kt-algorithm allowing me to access the dmin variables.
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*************** These plots are for R=1 *******************************************
 

Signal and Background Comparisons (Bin Width 100 GeV^2)

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Signal and Background Comparisons Not Normalized
Fig10.1 AllDminSigBckAntktUnNorm.png
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Signal and Background Comparisons Not Normalized R=1
Fig15.1 AllDminSigBckAntktUnNorm.png
 
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Signal and Background Comparisons Normalized (1/sigma dsigma/dDmin [GeV-2] )
Fig11.1 AllDminSigBckAntktNorm.png
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Signal and Background Comparisons Normalized (1/sigma dsigma/dDmin [GeV-2] ) R=1
Fig16.1 AllDminSigBckAntktNorm.png
 
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Signal and Background Comparisons Normalized (dsigma/dDmin [pb/GeV^2] )
Fig12.1 AllDminSigBckAntktNormLuminosityBinWidth.png
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Signal and Background Comparisons Normalized (dsigma/dDmin [pb/GeV^2] ) R=1
Fig17.1 AllDminSigBckAntktNormLuminosityBinWidth.png
 
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Signal and Sum of Background Comparisons Normalized (dsigma/dDmin [pb/GeV^2] )
Fig13.1 AllDminSigBckAntktSumNormLuminosityBinWidth.png
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Signal and Sum of Background Comparisons Normalized (dsigma/dDmin [pb/GeV^2] ) R=1
Fig18.1 AllDminSigBckAntktSumNormLuminosityBinWidth.png
 

Signal and Background Comparisons (Binned in Log(Dmin))

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Signal and Background Comparisons Not Normalized
Fig14.1 AllDminSigBckKtAntUnNormLog10.png
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Signal and Background Comparisons Not Normalized R=1
Fig19.1 AllDminSigBckKtAntUnNormLog10.png
 
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Signal and Background Comparisons Normalized (1/sigma dsigma/dDmin [GeV-2] )
Fig15.1 AllDminSigBckAntKtNormLog10.png
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Signal and Background Comparisons Normalized (1/sigma dsigma/dDmin [GeV-2] ) R=1
Fig20.1 AllDminSigBckAntKtNormLog10.png
 
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Signal and Background Comparisons Normalized (dsigma/dDmin [pb/GeV^2] )
Fig16.1 AllDminSigBckAntktNormLuminosityBinWidthLog10.png
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Signal and Background Comparisons Normalized (dsigma/dDmin [pb/GeV^2] ) R=1
Fig21.1 AllDminSigBckAntktNormLuminosityBinWidthLog10.png
 
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Signal and Sum of Background Comparisons Normalized (dsigma/dDmin [pb/GeV^2] )
Fig17.1 AllDminSigBckAntktSumNormLuminosityBinWidthLog10.png
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Signal and Sum of Background Comparisons Normalized (dsigma/dDmin [pb/GeV^2] ) R=1
Fig22.1 AllDminSigBckAntktSumNormLuminosityBinWidthLog10.png
 
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Signal and Sum of Background Comparisons Normalized (1/sigma dsigma/dDmin [GeV-2] )
Fig18.1 AllDminSigBckAntktSumNormUnityLog10.png
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Signal and Sum of Background Comparisons Normalized (1/sigma dsigma/dDmin [GeV-2] ) R=1
Fig23.1 AllDminSigBckAntktSumNormUnityLog10.png
 
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Signal and Background Comparisons Not Normalized R=0.4
Fig24.1 AllDminSigBckKtAntUnNormLog10_R04.png

Signal and Background Comparisons Normalized (1/sigma dsigma/dDmin [GeV-2] ) R=0.4
Fig25.1 AllDminSigBckAntKtNormLog10_R04.png

Signal and Background Comparisons Normalized (dsigma/dDmin [pb/GeV^2] ) R=0.4
Fig26.1 AllDminSigBckAntktNormLuminosityBinWidthLog10_R04.png

Signal and Sum of Background Comparisons Normalized (dsigma/dDmin [pb/GeV^2] ) R=0.4
Fig27.1 AllDminSigBckAntktSumNormUnityLog10_R04.png

Signal and Sum of Background Comparisons Normalized (1/sigma dsigma/dDmin [GeV-2] ) R=0.4
Fig28.1 AllDminSigBckAntktSumNormUnityLog10_R04.png
 -- MichaelWright - 2010-10-06
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