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000617710 0247_ $$2doi$$a10.1007/s41781-024-00121-4
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000617710 0247_ $$2inspire$$ainspire:2775812
000617710 0247_ $$2ISSN$$a2510-2036
000617710 0247_ $$2ISSN$$a2510-2044
000617710 0247_ $$2arXiv$$aarXiv:2404.06614
000617710 0247_ $$2datacite_doi$$a10.3204/PUBDB-2024-07001
000617710 0247_ $$2altmetric$$aaltmetric:162274115
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000617710 037__ $$aPUBDB-2024-07001
000617710 041__ $$aEnglish
000617710 082__ $$a004
000617710 088__ $$2arXiv$$aarXiv:2404.06614
000617710 088__ $$2CMS$$aCMS-CAT-23-001
000617710 088__ $$2CERN$$aCERN-EP-2024-078
000617710 1001_ $$0P:(DE-H253)PIP1109504$$aHayrapetyan, Aram$$b0
000617710 245__ $$aThe CMS Statistical Analysis and Combination Tool: Combine
000617710 260__ $$aCham, Switzerland$$bSpringer International Publishing$$c2024
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000617710 520__ $$aThis paper describes the Combine software package used for statistical analyses by the CMS Collaboration. The package, originally designed to perform searches for a Higgs boson and the combined analysis of those searches, has evolved to become the statistical analysis tool presently used in the majority of measurements and searches performed by the CMS Collaboration. It is not specific to the CMS experiment, and this paper is intended to serve as a reference for users outside of the CMS Collaboration, providing an outline of the most salient features and capabilities. Readers are provided with the possibility to run Combine and reproduce examples provided in this paper using a publicly available container image. Since the package is constantly evolving to meet the demands of ever-increasing data sets and analysis sophistication, this paper cannot cover all details of Combine. However, the online documentation referenced within this paper provides an up-to-date and complete user guide.
000617710 536__ $$0G:(DE-HGF)POF4-611$$a611 - Fundamental Particles and Forces (POF4-611)$$cPOF4-611$$fPOF IV$$x0
000617710 536__ $$0G:(GEPRIS)390833306$$aDFG project G:(GEPRIS)390833306 - EXC 2121: Quantum Universe (390833306)$$c390833306$$x1
000617710 536__ $$0G:(DE-HGF)2019_IVF-HIDSS-0002$$aHIDSS-0002 - DASHH: Data Science in Hamburg - Helmholtz Graduate School for the Structure of Matter (2019_IVF-HIDSS-0002)$$c2019_IVF-HIDSS-0002$$x2
000617710 542__ $$2Crossref$$i2024-11-08$$uhttps://creativecommons.org/licenses/by/4.0
000617710 542__ $$2Crossref$$i2024-11-08$$uhttps://creativecommons.org/licenses/by/4.0
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000617710 650_7 $$2INSPIRE$$aCMS
000617710 650_7 $$2INSPIRE$$astatistical analysis
000617710 650_7 $$2INSPIRE$$aprogramming
000617710 650_7 $$2INSPIRE$$amanual
000617710 650_7 $$2autogen$$aCMS
000617710 650_7 $$2autogen$$aCombine
000617710 650_7 $$2autogen$$aHiggs
000617710 650_7 $$2autogen$$aHiggs boson
000617710 650_7 $$2autogen$$aStatistics
000617710 693__ $$0EXP:(DE-H253)LHC-Exp-CMS-20150101$$1EXP:(DE-588)4398783-7$$5EXP:(DE-H253)LHC-Exp-CMS-20150101$$aLHC$$eLHC: CMS$$x0
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