What the new RooFit can do for your analysis

RooFit is a toolkit for statistical modelling and fitting, and together with RooStats it is used for measurements and statistical tests by most experiments in particle physics. Since one year, RooFit is being modernised. In this talk, improvements already released with ROOT will be discussed, such a...

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Detalles Bibliográficos
Autor principal: Hageboeck, Stephan
Lenguaje:eng
Publicado: SISSA 2020
Materias:
hep-ex
Particle Physics - Experiment
cs.MS
Computing and Computers
physics.data-an
Other Fields of Physics
Acceso en línea:https://dx.doi.org/10.22323/1.390.0910
http://cds.cern.ch/record/2748380
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author Hageboeck, Stephan
author_facet Hageboeck, Stephan
author_sort Hageboeck, Stephan
collection CERN
description RooFit is a toolkit for statistical modelling and fitting, and together with RooStats it is used for measurements and statistical tests by most experiments in particle physics. Since one year, RooFit is being modernised. In this talk, improvements already released with ROOT will be discussed, such as faster data loading, vectorised computations and more standard-like interfaces. These allow for speeding up unbinned fits by several factors, and make RooFit easier to use from both C++ and Python.
id cern-2748380
institution Organización Europea para la Investigación Nuclear
language eng
publishDate 2020
publisher SISSA
record_format invenio
spelling cern-27483802022-01-14T14:55:23Zdoi:10.22323/1.390.0910http://cds.cern.ch/record/2748380engHageboeck, StephanWhat the new RooFit can do for your analysishep-exParticle Physics - Experimentcs.MSComputing and Computersphysics.data-anOther Fields of PhysicsRooFit is a toolkit for statistical modelling and fitting, and together with RooStats it is used for measurements and statistical tests by most experiments in particle physics. Since one year, RooFit is being modernised. In this talk, improvements already released with ROOT will be discussed, such as faster data loading, vectorised computations and more standard-like interfaces. These allow for speeding up unbinned fits by several factors, and make RooFit easier to use from both C++ and Python.RooFit is a toolkit for statistical modelling and fitting, and together with RooStats it is used for measurements and statistical tests by most experiments in particle physics. Since one year, RooFit is being modernised.In this talk, improvements already released with ROOT will be discussed, such as faster data loading, vectorised computations and more standard-like interfaces. These allow for speeding up unbinned fits by several factors, and make RooFit easier to use from both C++ and Python.SISSAarXiv:2012.02746oai:cds.cern.ch:27483802020
spellingShingle hep-ex
Particle Physics - Experiment
cs.MS
Computing and Computers
physics.data-an
Other Fields of Physics
Hageboeck, Stephan
What the new RooFit can do for your analysis
title What the new RooFit can do for your analysis
title_full What the new RooFit can do for your analysis
title_fullStr What the new RooFit can do for your analysis
title_full_unstemmed What the new RooFit can do for your analysis
title_short What the new RooFit can do for your analysis
title_sort what the new roofit can do for your analysis
topic hep-ex
Particle Physics - Experiment
cs.MS
Computing and Computers
physics.data-an
Other Fields of Physics
url https://dx.doi.org/10.22323/1.390.0910
http://cds.cern.ch/record/2748380
work_keys_str_mv AT hageboeckstephan whatthenewroofitcandoforyouranalysis

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