The CMS Statistical Analysis and Combination Tool: Combine
A. HayrapetyanYerevan Physics Institute, Yerevan, ArmeniaA. TumasyanYerevan Physics Institute, Yerevan, ArmeniaW. AdamInstitut für Hochenergiephysik, Vienna, AustriaJanik Walter AndrejkovicInstitut für Hochenergiephysik, Vienna, AustriaT. BergauerInstitut für Hochenergiephysik, Vienna, AustriaS. ChatterjeeIndian Institute of Technology Madras, Madras, IndiaK. DamanakisInstitut für Hochenergiephysik, Vienna, AustriaM. DragicevicInstitut für Hochenergiephysik, Vienna, AustriaPriya Sajid HussainInstitut für Hochenergiephysik, Vienna, AustriaM. JeitlerInstitut für Hochenergiephysik, Vienna, AustriaNatascha KrammerInstitut für Hochenergiephysik, Vienna, AustriaA. LiDepartment of Physics, University of California, Santa Barbara, Santa Barbara, CA, USAD. LikoInstitut für Hochenergiephysik, Vienna, AustriaI. MikulecInstitut für Hochenergiephysik, Vienna, AustriaJ. SchieckInstitut für Hochenergiephysik, Vienna, AustriaR. SchöfbeckInstitut für Hochenergiephysik, Vienna, AustriaD. SchwarzInstitut für Hochenergiephysik, Vienna, AustriaM. SonawaneInstitut für Hochenergiephysik, Vienna, AustriaS. TemplInstitut für Hochenergiephysik, Vienna, AustriaW. WaltenbergerInstitut für Hochenergiephysik, Vienna, AustriaC.-E. WulzInstitut für Hochenergiephysik, Vienna, AustriaM. R. DarwishFaculty of Engineering, Institute of Basic and Applied Sciences, Arab Academy for Science, Technology and Maritime Transport, Alexandria, EgyptX. JanssenUniversiteit Antwerpen, Antwerpen, BelgiumP. Van MechelenUniversiteit Antwerpen, Antwerpen, BelgiumNordin BreugelmansVrije Universiteit Brussel, Brussel, BelgiumJ. D’HondtVrije Universiteit Brussel, Brussel, BelgiumSoumya DansanaVrije Universiteit Brussel, Brussel, BelgiumA. De MoorVrije Universiteit Brussel, Brussel, BelgiumM. DelcourtVrije Universiteit Brussel, Brussel, BelgiumFelix HeyenVrije Universiteit Brussel, Brussel, BelgiumS. LowetteVrije Universiteit Brussel, Brussel, BelgiumI. MakarenkoVrije Universiteit Brussel, Brussel, BelgiumD. MüllerVrije Universiteit Brussel, Brussel, BelgiumS. TavernierVrije Universiteit Brussel, Brussel, BelgiumM. TytgatGhent University, Ghent, BelgiumG. P. Van OnsemVrije Universiteit Brussel, Brussel, BelgiumS. Van PutteVrije Universiteit Brussel, Brussel, BelgiumD. VanneromVrije Universiteit Brussel, Brussel, BelgiumB. ClerbauxUniversité Libre de Bruxelles, Bruxelles, BelgiumA. K. DasUniversity of Notre Dame, Notre Dame, IN, USAG. De LentdeckerUniversité Libre de Bruxelles, Bruxelles, BelgiumHugues EvardUniversité Libre de Bruxelles, Bruxelles, BelgiumL. FavartUniversité Libre de Bruxelles, Bruxelles, BelgiumP. GianneiosUniversité Libre de Bruxelles, Bruxelles, BelgiumD. HohovUniversité Libre de Bruxelles, Bruxelles, BelgiumJ. JaramilloUniversité Libre de Bruxelles, Bruxelles, BelgiumAli KhalilzadehUniversité Libre de Bruxelles, Bruxelles, BelgiumFakhri Alam KhanUniversité Libre de Bruxelles, Bruxelles, BelgiumK. LeeKorea University, Seoul, KoreaM. MahdavikhorramiUniversité Libre de Bruxelles, Bruxelles, BelgiumA. MalaraUniversité Libre de Bruxelles, Bruxelles, BelgiumS. ParedesUniversité Libre de Bruxelles, Bruxelles, BelgiumM. A. ShahzadUniversité Libre de Bruxelles, Bruxelles, BelgiumLaurent ThomasUniversité Libre de Bruxelles, Bruxelles, BelgiumM. Vanden BemdenUniversité Libre de Bruxelles, Bruxelles, BelgiumC. Vander VeldeUniversité Libre de Bruxelles, Bruxelles, BelgiumP. VanlaerUniversité Libre de Bruxelles, Bruxelles, BelgiumM. De CoenGhent University, Ghent, BelgiumD. DoburGhent University, Ghent, BelgiumG. GökbulutGhent University, Ghent, BelgiumY. HongGhent University, Ghent, BelgiumJ. KnolleGhent University, Ghent, BelgiumLuka LambrechtGhent University, Ghent, BelgiumDavid MarckxGhent University, Ghent, BelgiumG. MestdachGhent University, Ghent, BelgiumK. Mota AmariloGhent University, Ghent, BelgiumA. SamalanGhent University, Ghent, BelgiumK. SkovpenGhent University, Ghent, BelgiumN. Van Den BosscheGhent University, Ghent, BelgiumJan van der LindenGhent University, Ghent, BelgiumLiam WezenbeekGhent University, Ghent, BelgiumA. BeneckeUniversité Catholique de Louvain, Louvain-la-Neuve, BelgiumA. BethaniUniversité Catholique de Louvain, Louvain-la-Neuve, BelgiumG. BrunoUniversité Catholique de Louvain, Louvain-la-Neuve, BelgiumC. CaputoUniversité Catholique de Louvain, Louvain-la-Neuve, BelgiumJ. De Favereau De JeneretUniversité Catholique de Louvain, Louvain-la-Neuve, BelgiumC. DelaereUniversité Catholique de Louvain, Louvain-la-Neuve, BelgiumI. S. DonertasUniversité Catholique de Louvain, Louvain-la-Neuve, BelgiumA. GiammancoUniversité Catholique de Louvain, Louvain-la-Neuve, BelgiumAhmet Oguz GuzelUniversité Catholique de Louvain, Louvain-la-Neuve, BelgiumSa. JainUniversité Catholique de Louvain, Louvain-la-Neuve, BelgiumV. LemaitreUniversité Catholique de Louvain, Louvain-la-Neuve, BelgiumPaola MastrapasquaUniversité Catholique de Louvain, Louvain-la-Neuve, BelgiumT. T. TranUniversité Catholique de Louvain, Louvain-la-Neuve, BelgiumS. WertzUniversité Catholique de Louvain, Louvain-la-Neuve, BelgiumG. A. AlvesCentro Brasileiro de Pesquisas Fisicas, Rio de Janeiro, BrazilM. Alves Gallo PereiraCentro Brasileiro de Pesquisas Fisicas, Rio de Janeiro, BrazilE. CoelhoCentro Brasileiro de Pesquisas Fisicas, Rio de Janeiro, BrazilG. Correia SilvaCentro Brasileiro de Pesquisas Fisicas, Rio de Janeiro, BrazilC. HenselCentro Brasileiro de Pesquisas Fisicas, Rio de Janeiro, BrazilT. Menezes De OliveiraCentro Brasileiro de Pesquisas Fisicas, Rio de Janeiro, BrazilA. MoraesCentro Brasileiro de Pesquisas Fisicas, Rio de Janeiro, BrazilP. Rebello TelesCentro Brasileiro de Pesquisas Fisicas, Rio de Janeiro, BrazilM. SoeiroCentro Brasileiro de Pesquisas Fisicas, Rio de Janeiro, BrazilA. Vilela PereiraCentro Brasileiro de Pesquisas Fisicas, Rio de Janeiro, BrazilW. L. Aldá JúniorUniversidade do Estado do Rio de Janeiro, Rio de Janeiro, BrazilM. Barroso Ferreira FilhoUniversidade do Estado do Rio de Janeiro, Rio de Janeiro, BrazilH. Brandao MalbouissonUniversidade do Estado do Rio de Janeiro, Rio de Janeiro, BrazilW. CarvalhoUniversidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil
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Abstract This 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.
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