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2019:groups:tools:correlations [2019/06/25 15:42] sabine.kraml |
2019:groups:tools:correlations [2019/06/27 16:18] sezen.sekmen [Quantifying overlaps between analysis search regions using ADLs] |
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====== Study: correlations between signal regions ====== | ====== Study: correlations between signal regions ====== | ||
- | //Members: Sophie, Wolfgang, Humberto, Benj, Andy, Sabine // | + | //Members: **Sophie**, Wolfgang, Humberto, Benj, Andy, Sabine, Sezen // |
Problem statement: to identify pairs of signal regions of the analyses in the PAD database that can safely be treated as approximately uncorrelated. | Problem statement: to identify pairs of signal regions of the analyses in the PAD database that can safely be treated as approximately uncorrelated. | ||
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* void manager.DumpSR(std::ostream&): writes a series of 0 and 1. One entry for each considered signal region. One line per event. To be included in the event loop. | * void manager.DumpSR(std::ostream&): writes a series of 0 and 1. One entry for each considered signal region. One line per event. To be included in the event loop. | ||
* void manager.HeadSR(std::ostream&): writes the header of the file: one comment line (starting with a hash) with the list of analysis-SR. To be included before entering the event loop/ | * void manager.HeadSR(std::ostream&): writes the header of the file: one comment line (starting with a hash) with the list of analysis-SR. To be included before entering the event loop/ | ||
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+ | **Generic overview of [[RecastCodeComparison|what is implemented in which recast framework]]** | ||
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| CMS-SUS-16-033 | multijet + MET, 36 fb-1 | T1, T1bbbb, T1tttt(off), T2, T2bb, T2tt(off) | UL | | | CMS-SUS-16-033 | multijet + MET, 36 fb-1 | T1, T1bbbb, T1tttt(off), T2, T2bb, T2tt(off) | UL | | ||
| CMS-SUS-16-039 | multilepton EWK | TChiWZ(off), TChiWH, TChipmSlep... | UL | | | CMS-SUS-16-039 | multilepton EWK | TChiWZ(off), TChiWH, TChipmSlep... | UL | | ||
- | | CMS-SUS-16-052 | 1L stop, soft | T2bbWWoff, T6bbWWoff | UL, agg-EM | SModelS has only PAS version of this | | + | | CMS-PAS-SUS-16-052 | 1L stop, soft | T2bbWWoff, T6bbWWoff | UL, agg-EM | | |
| CMS-SUS-17-001 | 2L stop | T2tt(off), T6bbWW | UL | | | CMS-SUS-17-001 | 2L stop | T2tt(off), T6bbWW | UL | | ||
+ | |||
+ | See also http://madanalysis.irmp.ucl.ac.be/wiki/PublicAnalysisDatabase | ||
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| CMS-SUS-16-039 | multilepton EWK | TChiWZ(off), TChiWH, TChipmSlep... | UL | | | CMS-SUS-16-039 | multilepton EWK | TChiWZ(off), TChiWH, TChipmSlep... | UL | | ||
+ | ==== Quantifying overlaps between analysis search regions using ADLs ==== | ||
- | === [[https://github.com/CheckMATE2/checkmate2/tree/master/data/analysis_info|CheckMate]] - SModelS correspondence (13 TeV): === | + | Members: Sezen, Wolfgang (, Harrison) |
- | + | ||
- | //... to be done ...// | + | |
- | + | ||
- | atlas_1712_08119 39 electroweakinos search with soft leptons | + | |
- | + | ||
- | atlas_1712_02332 24 squarks and gluinos, 0 lepton, 2-6 jets | + | |
- | + | ||
- | atlas_1709_04183 14 stop pair production, 0 leptons | + | |
- | + | ||
- | atlas_1802_03158 7 search for GMSB with photons | + | |
- | + | ||
- | atlas_1708_07875 2 electroweakino search with taus and MET | + | |
- | atlas_1706_03731 19 same-sign or 3 leptons RPC and RPV SUSY | + | Find and visualize overlaps in a model-independent way, without generating events. Directly sample the event selection. Targeted for analysis design phase. |
- | cms_sus_16_039 158 electrowekinos in multilepton final state | + | * Start from the analysis description, which lists objects and event selections. |
+ | * Construct a feature space from all mathematically orthogonal variables (e.g. MET, jet1.pt, jet2.pt, electron1.eta, ...). | ||
+ | * Randomly sample the feature space for each analysis based on cuts on the feature space components (jet1.pt > 100, MET > 299, etc.). | ||
+ | * Use the sampled points to compute values for variables such as HT(jets), dphi(jets), MT(lepton, MET), etc. | ||
+ | * Compare feature spaces between analyses, find and visualize overlaps and exclusions. | ||
- | cms_sus_16_048 20 two soft opposite sign leptons | ||