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Efficiency measurement of b-tagging algorithms developed by the CMS experiment

Identification of jets originating from b quarks (b-tagging) is a key element of many physics analyses at the LHC. Various algorithms for b-tagging have been developed by the CMS experiment to identify b-tagged jets with a typical efficiency between 40$\%$ and 70$\%$ while keeping the rate of miside...

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Autor principal: Bhattacharya, Saptaparna
Lenguaje:eng
Publicado: 2011
Materias:
Acceso en línea:http://cds.cern.ch/record/1395454
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author Bhattacharya, Saptaparna
author_facet Bhattacharya, Saptaparna
author_sort Bhattacharya, Saptaparna
collection CERN
description Identification of jets originating from b quarks (b-tagging) is a key element of many physics analyses at the LHC. Various algorithms for b-tagging have been developed by the CMS experiment to identify b-tagged jets with a typical efficiency between 40$\%$ and 70$\%$ while keeping the rate of misidentified light quark jets between 0.1$\%$ and 10$\%$. An important step, in order to be able to use these tools in physics analysis, is the determination of the efficiency for tagging b-jets. Several methods to measure the efficiencies of the life-time based b-tagging algorithms are presented. Events that have jets with muons are used to enrich a jet sample in heavy flavor content. The efficiency measurement relies on the transverse momentum of the muon relative to the jet axis or on solving a system of equations which incorporate two uncorrelated taggers. Another approach uses the number of b-tagged jets in top pair events to estimate the efficiency. The results obtained in 2010 data and the uncertainties obtained with the different techniques are reported. The rate of misidentified light quarks have been measured using the ``negative'' tagging technique.
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institution Organización Europea para la Investigación Nuclear
language eng
publishDate 2011
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spelling cern-13954542019-09-30T06:29:59Zhttp://cds.cern.ch/record/1395454engBhattacharya, SaptaparnaEfficiency measurement of b-tagging algorithms developed by the CMS experimentDetectors and Experimental TechniquesIdentification of jets originating from b quarks (b-tagging) is a key element of many physics analyses at the LHC. Various algorithms for b-tagging have been developed by the CMS experiment to identify b-tagged jets with a typical efficiency between 40$\%$ and 70$\%$ while keeping the rate of misidentified light quark jets between 0.1$\%$ and 10$\%$. An important step, in order to be able to use these tools in physics analysis, is the determination of the efficiency for tagging b-jets. Several methods to measure the efficiencies of the life-time based b-tagging algorithms are presented. Events that have jets with muons are used to enrich a jet sample in heavy flavor content. The efficiency measurement relies on the transverse momentum of the muon relative to the jet axis or on solving a system of equations which incorporate two uncorrelated taggers. Another approach uses the number of b-tagged jets in top pair events to estimate the efficiency. The results obtained in 2010 data and the uncertainties obtained with the different techniques are reported. The rate of misidentified light quarks have been measured using the ``negative'' tagging technique.CMS-CR-2011-225oai:cds.cern.ch:13954542011-10-11
spellingShingle Detectors and Experimental Techniques
Bhattacharya, Saptaparna
Efficiency measurement of b-tagging algorithms developed by the CMS experiment
title Efficiency measurement of b-tagging algorithms developed by the CMS experiment
title_full Efficiency measurement of b-tagging algorithms developed by the CMS experiment
title_fullStr Efficiency measurement of b-tagging algorithms developed by the CMS experiment
title_full_unstemmed Efficiency measurement of b-tagging algorithms developed by the CMS experiment
title_short Efficiency measurement of b-tagging algorithms developed by the CMS experiment
title_sort efficiency measurement of b-tagging algorithms developed by the cms experiment
topic Detectors and Experimental Techniques
url http://cds.cern.ch/record/1395454
work_keys_str_mv AT bhattacharyasaptaparna efficiencymeasurementofbtaggingalgorithmsdevelopedbythecmsexperiment