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Publishing statistical models : Getting the most out of particle physics experiments

Cranmer, Kyle (author)
New York University
Kraml, Sabine (author)
Laboratoire de Physique Subatomique et de Cosmologie de Grenoble
Prosper, Harrison B. (author)
Florida State University
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Bechtle, Philip (author)
University of Bonn
Bernlochner, Florian U. (author)
University of Bonn
Bloch, Itay M. (author)
Tel-Aviv University,University of Cambridge
Canonero, Enzo (author)
University of Genoa
Chrzaszcz, Marcin (author)
Henryk Niewodniczanski Institute of Nuclear Physics of the Polish Academy of Sciences
Coccaro, Andrea (author)
INFN Section of Genova
Conrad, Jan (author)
Stockholm University,Stockholms universitet,Fysikum,Oskar Klein-centrum för kosmopartikelfysik (OKC)
Cowan, Glen (author)
Royal Holloway University of London
Feickert, Matthew (author)
University of Illinois at Urbana-Champaign
Ferreiro, Nahuel F. (author)
Max Planck Institut fur Physik (Werner-Heisenberg-Institut)
Fowlie, Andrew (author)
Nanjing Normal University
Heinrich, Lukas (author)
CERN
Held, Alexander (author)
New York University
Kuhr, Thomas (author)
Ludwig-Maximilian University of Munich
Kvellestad, Anders (author)
University of Oslo
Madigan, Maeve (author)
Mahmoudi, Farvah (author)
CERN,University of Lyon
Morå, Knut D. (author)
Columbia University
Neubauer, Mark S. (author)
University of Illinois at Urbana-Champaign,Kyungpook National University
Pierini, Maurizio (author)
CERN
Rojo, Juan (author)
INFN Section of Genova
Sekmen, Sezen (author)
Silvestrini, Luca (author)
Istituto Nazionale di Fisica Nucleare
Sanz, Veronica (author)
University of Sussex,University of Valencia
Stark, Giordon (author)
University of California, Santa Cruz
Torre, Riccardo (author)
INFN Section of Genova
Thorne, Robert (author)
University College London
Waltenberger, Wolfgang (author)
University of Vienna
Wardle, Nicholas (author)
Imperial College London
Wittbrodt, Jonas (author)
Lund University,Lunds universitet,Teoretisk partikelfysik - Geonomgår omorganisation,Institutionen för astronomi och teoretisk fysik - Genomgår omorganisation,Naturvetenskapliga fakulteten,Theoretical Particle Physics - Undergoing reorganization,Department of Astronomy and Theoretical Physics - Undergoing reorganization,Faculty of Science
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 (creator_code:org_t)
2022
2022
English.
In: SciPost Physics. - 2542-4653. ; 12:1
  • Journal article (peer-reviewed)
Abstract Subject headings
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  • The statistical models used to derive the results of experimental analyses are of incredible scientific value and are essential information for analysis preservation and reuse. In this paper, we make the scientific case for systematically publishing the full statistical models and discuss the technical developments that make this practical. By means of a variety of physics cases - including parton distribution functions, Higgs boson measurements, effective field theory interpretations, direct searches for new physics, heavy flavor physics, direct dark matter detection, world averages, and beyond the Standard Model global fits - we illustrate how detailed information on the statistical modelling can enhance the short- and long-term impact of experimental results. 

Subject headings

NATURVETENSKAP  -- Matematik -- Sannolikhetsteori och statistik (hsv//swe)
NATURAL SCIENCES  -- Mathematics -- Probability Theory and Statistics (hsv//eng)
NATURVETENSKAP  -- Fysik -- Subatomär fysik (hsv//swe)
NATURAL SCIENCES  -- Physical Sciences -- Subatomic Physics (hsv//eng)

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