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Implementation of multi-bin searches in CheckMATE
<!--HTML-->The use of the combination of information from independent signal regions in statistical tests in high energy physics gives stronger and more robust limits that single-binned analysis. We present the implementation of multi-binned analysis in CheckMATE based on a PYHF implementation...
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Lenguaje: | eng |
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2022
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Acceso en línea: | http://cds.cern.ch/record/2845167 |
_version_ | 1780976534816817152 |
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author | Lara Perez, Iñaki |
author_facet | Lara Perez, Iñaki |
author_sort | Lara Perez, Iñaki |
collection | CERN |
description | <!--HTML-->The use of the combination of information from independent signal regions in statistical tests in high energy physics gives stronger and more robust limits that single-binned analysis. We present the implementation of multi-binned analysis in CheckMATE based on a PYHF implementation of simplified likelihoods. This methods turns out to be superior to the usual limits calculated by CheckMATE using only the expected most sensitive signal region. The validation of this method is discussed using the reinterpretation of various ATLAS searches for supersymmetry. |
id | cern-2845167 |
institution | Organización Europea para la Investigación Nuclear |
language | eng |
publishDate | 2022 |
record_format | invenio |
spelling | cern-28451672022-12-21T22:13:59Zhttp://cds.cern.ch/record/2845167engLara Perez, IñakiImplementation of multi-bin searches in CheckMATE(Re)interpretation of the LHC results for new physicsWorkshops<!--HTML-->The use of the combination of information from independent signal regions in statistical tests in high energy physics gives stronger and more robust limits that single-binned analysis. We present the implementation of multi-binned analysis in CheckMATE based on a PYHF implementation of simplified likelihoods. This methods turns out to be superior to the usual limits calculated by CheckMATE using only the expected most sensitive signal region. The validation of this method is discussed using the reinterpretation of various ATLAS searches for supersymmetry.oai:cds.cern.ch:28451672022 |
spellingShingle | Workshops Lara Perez, Iñaki Implementation of multi-bin searches in CheckMATE |
title | Implementation of multi-bin searches in CheckMATE |
title_full | Implementation of multi-bin searches in CheckMATE |
title_fullStr | Implementation of multi-bin searches in CheckMATE |
title_full_unstemmed | Implementation of multi-bin searches in CheckMATE |
title_short | Implementation of multi-bin searches in CheckMATE |
title_sort | implementation of multi-bin searches in checkmate |
topic | Workshops |
url | http://cds.cern.ch/record/2845167 |
work_keys_str_mv | AT laraperezinaki implementationofmultibinsearchesincheckmate AT laraperezinaki reinterpretationofthelhcresultsfornewphysics |