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This update includes bug fixes and consistency improvements, trigger efficiency studies, signal event selection criteria, and signal production cross-section calculations. Detailed analysis on systematics, correlations, and statistical methods for limit extraction has been provided. The update also covers validation of QCD shape, Wjet control region construction, Zμμ background study, and systematics evaluation for signal search.
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Update on eμ/e/μ LFV resonance search SUSY LFV group 06-05-2014
Updates since EB3 • fixed a bug on jet selection • Correct 2 inconsistency on object selection among different channels (mu isolation and tau overlap removal) • Apply suggestions/comments from EB3 and FAR • note structure and txt • Wjet & QCD further validation & Zμμbkgd check in μ channel • systematics & correlation • Bayesian Vs. Frequentist method for limit extraction • signal theoretical production cross-section calculation All numbers and plots are updated
updates Egamma trigger Muon trigger: barrel Muon trigger: endcap • Note edition • add a part for trigger efficiency (Sec. 2.1) • add a subsection for signal event selection after object selection(Sec. 3.5) • add subsections for signal production cross-section (Sec. 5.2 & 5.3) Trigger efficiency study are from Trigger performance group: [58] Tricoli, A. et al., Single Electron Trigger Performance Plots. ATL-COM-DAQ-2012-146, 20 Jun 2012. [59] Muontrigger performances in 2012 (approved plots for CHEP 2013).
updates • QCD further validation validate QCD shape with SS Vs OS (also ++ Vs. --) Reasonable agreement
updates • Construct a Wjet control region • invert the cut on the angle phi between the leptons: dphi> 2.7 1 <dphi< 2.7 • Missing Et > 30 GeV (enhance W). • Remove opposite sign requirement • Njet< 2 (reduce t‐tbar). • Remove Pt cut (increases statistics). • all other cuts are kept the same as signal event selection • Wjet further charge validation Reasonable agreement
updates It seems most of the Zμμbkgd events in μchannel are kept since a mu is mis-identified as a tau • Zμμbkgd study in μ channel • Good Z peak • truth level object match also tell us the tau is from a mu fake
updates • Systematics for signal search • correlations between different backgrounds • Systematics for signal search • systematics numbers from table 3 &7&9 in supporting note are mean values for Mll>200GeV, which are dominated by low mass region • it’s difficult to calculate systematics in each mass window for high mass region considering the statistics A correction factor from MC Constant number from data CR WW/Ttbar/Singletop/Zll Similar as: y = a0 – b*x x and y are anti-correlated
updates • Systematics for signal search • Construct a control region where signal events are rejected, comparing data Vs. MC and take the difference as systematics • invert the cut on the angle phi between the leptons: dphi> 2.7 1 <dphi< 2.7 • all other cuts are kept the same as signal event selection Put a 20% systematic uncertainty on total background in signal region
updates • Statistical methods test for limit extraction: Bayesian Vs. Frequentist • Bayesian method: the using one for this analysis • Frequentist method: a standard package also used by Zeμ group http://root.cern.ch/root/html/tutorials/roostats/StandardHypoTestInvDemo.C.html The central limit value is almost the same , but frequentist method gives smaller uncertainty bands
updates • signal theoretical production cross-section calculation Z prime K-factor and systematics are from Z’ group Reference:
updates • signal theoretical production cross-section calculation stau neutrino calculated with a NLO generator package Reference:
updates • signal theoretical production cross-section calculation stau neutrino calculated with a NLO generator package • Systematics: • PDF • factorization/renormalization scale • s Reference: SUSY group common definition https://twiki.cern.ch/twiki/bin/viewauth/AtlasProtected/SUSYSignalUncertainties
Need to be discussed ? • How to address the 20% systematics for signal region ? • Systematics bands from Frequentist method ? • mu mis-identified as tau ? • Z’ k-factor: directly use Z’ group’s results?