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RooStats for Searches

The RooStats toolkit, which is distributed with the ROOT software package, provides a large collection of software tools that implement statistical methods commonly used by the High Energy Physics community. The toolkit is based on RooFit, a high-level data analysis modeling package that implements...

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Detalles Bibliográficos
Autor principal: Schott, Gregory
Lenguaje:eng
Publicado: CERN 2012
Materias:
Acceso en línea:https://dx.doi.org/10.5170/CERN-2011-006.199
http://cds.cern.ch/record/1430313
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author Schott, Gregory
author_facet Schott, Gregory
author_sort Schott, Gregory
collection CERN
description The RooStats toolkit, which is distributed with the ROOT software package, provides a large collection of software tools that implement statistical methods commonly used by the High Energy Physics community. The toolkit is based on RooFit, a high-level data analysis modeling package that implements various methods of statistical data analysis. RooStats enforces a clear mapping of statistical concepts to C++ classes and methods and emphasizes the ability to easily combine analyses within and across experiments. We present an overview of the RooStats toolkit, describe some of the methods used for hypothesis testing and estimation of confidence intervals and finally discuss some of the latest developments.
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spelling cern-14303132019-09-30T06:29:59Zdoi:10.5170/CERN-2011-006.199http://cds.cern.ch/record/1430313engSchott, GregoryRooStats for SearchesOther Fields of PhysicsThe RooStats toolkit, which is distributed with the ROOT software package, provides a large collection of software tools that implement statistical methods commonly used by the High Energy Physics community. The toolkit is based on RooFit, a high-level data analysis modeling package that implements various methods of statistical data analysis. RooStats enforces a clear mapping of statistical concepts to C++ classes and methods and emphasizes the ability to easily combine analyses within and across experiments. We present an overview of the RooStats toolkit, describe some of the methods used for hypothesis testing and estimation of confidence intervals and finally discuss some of the latest developments.The RooStats toolkit, which is distributed with the ROOT software package, provides a large collection of software tools that implement statistical methods commonly used by the High Energy Physics community. The toolkit is based on RooFit, a high-level data analysis modeling package that implements various methods of statistical data analysis. RooStats enforces a clear mapping of statistical concepts to C++ classes and methods and emphasizes the ability to easily combine analyses within and across experiments. We present an overview of the RooStats toolkit, describe some of the methods used for hypothesis testing and estimation of confidence intervals and finally discuss some of the latest developments.The RooStats toolkit, which is distributed with the ROOT software package,provides a large collection of software tools that implement statistical methodscommonly used by the High Energy Physics community. The toolkit is based onRooFit, a high-level data analysis modeling package that implements variousmethods of statistical data analysis. RooStats enforces a clear mapping ofstatistical concepts to C++ classes and methods and emphasizes the ability toeasily combine analyses within and across experiments. We present an overview ofthe RooStats toolkit, describe some of the methods used for hypothesis testingand estimation of confidence intervals and finally discuss some of the latestdevelopments.CERNarXiv:1203.1547oai:cds.cern.ch:14303132012-03-08
spellingShingle Other Fields of Physics
Schott, Gregory
RooStats for Searches
title RooStats for Searches
title_full RooStats for Searches
title_fullStr RooStats for Searches
title_full_unstemmed RooStats for Searches
title_short RooStats for Searches
title_sort roostats for searches
topic Other Fields of Physics
url https://dx.doi.org/10.5170/CERN-2011-006.199
http://cds.cern.ch/record/1430313
work_keys_str_mv AT schottgregory roostatsforsearches