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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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Lenguaje: | eng |
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CERN
2012
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Acceso en línea: | https://dx.doi.org/10.5170/CERN-2011-006.199 http://cds.cern.ch/record/1430313 |
_version_ | 1780924334552907776 |
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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. |
id | cern-1430313 |
institution | Organización Europea para la Investigación Nuclear |
language | eng |
publishDate | 2012 |
publisher | CERN |
record_format | invenio |
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 |