This shows you the differences between two versions of the page.
Both sides previous revision Previous revision Next revision | Previous revision Last revision Both sides next revision | ||
2019:groups:tools:correlations [2019/06/25 12:17] sabine.kraml |
2019:groups:tools:correlations [2019/06/27 16:30] wolfgang.waltenberger [Quantifying overlaps between analysis search regions using ADLs] |
||
---|---|---|---|
Line 1: | Line 1: | ||
====== 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. | ||
Line 12: | Line 12: | ||
- | === MA5 PAD vs SModelS correspondence (13 TeV): === | + | === MA5 package to be used for correlation studies === |
+ | |||
+ | - Any version of the code from v1.8.20 onwards, to be downloaded e.g. from {{ 2019:groups:tools:ma5_v1.8.20.tgz | here }}. | ||
+ | |||
+ | - This version contains two new dedicated functions (to be added in tools/PAD/Build/Main/main.cpp): | ||
+ | * 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/ | ||
+ | |||
+ | |||
+ | **Generic overview of [[RecastCodeComparison|what is implemented in which recast framework]]** | ||
+ | |||
+ | |||
+ | |||
+ | === MA5 PAD - SModelS correspondence (13 TeV): === | ||
//nb mono-X analyses generally cannot be treated in SModelS // | //nb mono-X analyses generally cannot be treated in SModelS // | ||
^ Analysis ID ^ Short description ^ SMS in SModelS ^ Result Type ^ Comment ^ | ^ Analysis ID ^ Short description ^ SMS in SModelS ^ Result Type ^ Comment ^ | ||
- | | ATLAS-SUSY-2015-06 | multijet + MET, 3.2 fb-1 | T1, T2 | EM | | + | | ATLAS-SUSY-2015-06 | multijet + MET, 3.2 fb-1 | T1, T2 | EM | superseded by 36 fb-1 analysis | |
- | | ATLAS-SUSY-2016-07 | multijet + MET, 36 fb-1 | -- | -- | should include this in SModelS | | + | | ATLAS-SUSY-2016-07 | multijet + MET, 36 fb-1 | T1, T2, T5ZZ, T5WW(off) | EM | in SModelS develop | |
| 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 (only PAS version!)| UL, aggregated EM | | + | | 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 | ||
- | === ColliderBit vs SModelS correspondence (13 TeV): === | + | |
+ | === ColliderBit - SModelS correspondence (13 TeV): === | ||
^ Analysis ID ^ Short description ^ SMS in SModelS ^ Result Type ^ Comment ^ | ^ Analysis ID ^ Short description ^ SMS in SModelS ^ Result Type ^ Comment ^ | ||
- | | ATLAS-SUSY-2016-07 | multijet + MET | -- | -- | should include this in SModelS | | + | | ATLAS-SUSY-2016-07 | multijet + MET | T1, T2, T5ZZ, T5WW(off) | EM | in SModelS develop | |
| ATLAS-SUSY-2016-15 | 0L stop | -- | -- | should include this in SModelS | | | ATLAS-SUSY-2016-15 | 0L stop | -- | -- | should include this in SModelS | | ||
| ATLAS-SUSY-2016-16 | 1L stop | -- | -- | should include this in SModelS | | | ATLAS-SUSY-2016-16 | 1L stop | -- | -- | should include this in SModelS | | ||
| ATLAS-SUSY-2016-17 | 2L stop | T2tt(off), T2bbWWoff | UL | should include this in SModelS | | | ATLAS-SUSY-2016-17 | 2L stop | T2tt(off), T2bbWWoff | UL | should include this in SModelS | | ||
| ATLAS-SUSY-2016-28 | b-jets + MET | -- | -- | should include this in SModelS | | | ATLAS-SUSY-2016-28 | b-jets + MET | -- | -- | should include this in SModelS | | ||
- | | ATLAS-SUSY-2016-24 | multilepton EWK | -- | -- | should include this in SModelS | | + | | ATLAS-SUSY-2016-24 | multilepton EWK | (UL: TChiWZ, TSlepSlep, ...) (EM: TChiWZ) | -- | should include this in SModelS (currently in Philipp's branch) | |
| CMS-SUS-16-033 | multijet + MET | T1, T1bbbb, T1tttt(off), T2, T2bb, T2tt(off) | UL | | | CMS-SUS-16-033 | multijet + MET | T1, T1bbbb, T1tttt(off), T2, T2bb, T2tt(off) | UL | | ||
Line 41: | Line 56: | ||
| CMS-SUS-16-034 | SFOS lept. + jets | T5ZZ, TChiWZ | UL | only on-Z SRs in ColliderBit | | | CMS-SUS-16-034 | SFOS lept. + jets | T5ZZ, TChiWZ | UL | only on-Z SRs in ColliderBit | | ||
| 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 ==== | ||
+ | |||
+ | Members: Sezen, Wolfgang (, Harrison) | ||
+ | |||
+ | Find and visualize overlaps in a model-independent way, without generating events. Directly sample the event selection. Useful for analysis design phase, or quick comparisons within experiments (e.g. Run2 CMS SUSY pMSSM combination) | ||
+ | |||
+ | * Start from the analysis description, which lists objects and event selections. | ||
+ | * Construct a feature space from all mathematically orthogonal "basic" 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 "composite" variables such as HT(jets), dphi(jets), MT(lepton, MET), etc. | ||
+ | * Compare feature spaces between analyses, find and visualize overlaps and exclusions. | ||
+ | * As a very simple first step, we simply check if two analyses are disjoint in any of the basic variables. | ||
+ | |||