The CMS Statistical Analysis and Combination Tool: Combine

Hayrapetyan, A; Tumasyan, A; Adam, W; Andrejkovic, JW; Bergauer, T; Chatterjee, S; Damanakis, K; Dragicevic, M; Hussain, PS; Jeitler, M; Krammer, N; Bunichev, V; Carrivale, C; Ciangottini, D; Seidel, M; Demiragli, Z; Prosper, H; Anagnostou, G; Lange, T; Fanò, L; Magherini, M; Tok, UG; Kadlecsik, Á; Kharchilava, A; Das, A; Pelayo, JP; Mariani, V; De Oliveira, TM; Kumar, M; Menichelli, M; Raciti, B; Moscatelli, F; Rossi, A; Zabi, A; Santocchia, A; Iqbal, MA; Seixas, J; Erice, C; Bauer, G; Goldouzian, R; Spiga, D; Daskalakis, G; Wulz, C-E; Makarenko, V; Chadeeva, M; Tedeschi, T; Alexe, CA; Goncharov, M; Teryaev, O; Asenov, P; Belforte, S; Redondo, I; Mcginn, C; Hildreth, M; Azzurri, P; Jarrin, EC; Bagliesi, G; Gallinaro, M; Fangmeier, C; Lam, T; Moraes, A; Bhattacharya, R; Kyriakis, A; Bianchini, L; Neogi, O; Barbosa, AAR; Emediato, L; Boccali, T; Brown, CE; Glege, F; Baechler, J; Zygala, L; Bossini, E; Bruschini, D; Castaldi, R; Ciocci, MA; Schwarz, D; Chekhovsky, V; Navas, SS; Cipriani, M; 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Please use this identifier to cite or link to this item: http://bura.brunel.ac.uk/handle/2438/30303

Title:	The CMS Statistical Analysis and Combination Tool: Combine
Authors:	Hayrapetyan, A Tumasyan, A Adam, W Andrejkovic, JW Bergauer, T Chatterjee, S Damanakis, K Dragicevic, M Hussain, PS Jeitler, M Krammer, N Bunichev, V Carrivale, C Ciangottini, D Seidel, M Demiragli, Z Prosper, H Anagnostou, G Lange, T Fanò, L Magherini, M Tok, UG Kadlecsik, Á Kharchilava, A Das, A Pelayo, JP Mariani, V De Oliveira, TM Kumar, M Menichelli, M Raciti, B Moscatelli, F Rossi, A Zabi, A Santocchia, A Iqbal, MA Seixas, J Erice, C Bauer, G Goldouzian, R Spiga, D Daskalakis, G Wulz, C-E Makarenko, V Chadeeva, M Tedeschi, T Alexe, CA Goncharov, M Teryaev, O Asenov, P Belforte, S Redondo, I Mcginn, C Hildreth, M Azzurri, P Jarrin, EC Bagliesi, G Gallinaro, M Fangmeier, C Lam, T Moraes, A Bhattacharya, R Kyriakis, A Bianchini, L Neogi, O Barbosa, AAR Emediato, L Boccali, T Brown, CE Glege, F Baechler, J Zygala, L Bossini, E Bruschini, D Castaldi, R Ciocci, MA Schwarz, D Chekhovsky, V Navas, SS Cipriani, M D’Amante, V Awais, A Gerber, CE Manca, E Rieger, M Papadopoulos, A Huh, C Dell’Orso, R My, S Teles, PR Chou, PC Donato, S Giassi, A Ligabue, F Bencze, G Del Prado, AN Figueiredo, DM Savoiu, D Ho, KW Chistov, R Messineo, A Richards, A Iaydjiev, P Musich, M Liko, D Stakia, A Palla, F Saltzberg, D Rizzi, A Rolandi, G Dermenev, A Shahzad, MA D’Alfonso, M Kontos, DS Chowdhury, SR Zhang, H Soeiro, M Hegeman, J Eysermans, J Kim, J Heikkilä, JK Brooke, JJ Flacher, H Huber, B Innocente, V Schindler, J Tsatsos, A Rádl, AJ Anampa, KH James, T Janot, P Chatzistavrou, T Dube, S Korytov, A Kaluzinska, O Novak, A Venturi, A Laurila, S Minafra, N Lecoq, P Kim, B Leutgeb, E Ivanov, T Misheva, M Estrada, CU Turkcapar, S Marckx, D Major, P Zecchinelli, AG Lourenço, C Malgeri, L Mannelli, M Schleper, P Verdini, PG Karapostoli, G Sznajder, A Marini, AC Matthewman, M Valuev, V Charlot, C Paus, C Mehta, A Meijers, F Nandan, S Mersi, S Prova, PR Dimova, T Bennett, C Molnar, J Barrera, CB Brew, C Da Silveira, GG Meschi, E Milosevic, J Milosevic, V Shopova, M Kousouris, K Singh, RK Monti, F Schröder, M Moortgat, F Nielsen, C Tuominiemi, J Mulders, M Strautnieks, NR Pereira, AV Neutelings, I Farkas, K Druzhkin, D Jessop, C Benelli, G Orfanelli, S Yang, S Pantaleo, F Clare, R Petrucciani, G Kim, J Pfeiffer, A Papakrivopoulos, I Zghiche, A Onel, Y Pierini, M Barria, P Lannon, K Qu, H Vats, D de Trocóniz, JF Mikulec, I Sultanov, G Coubez, X Bubanja, I Rankin, D Rabady, D Lopes, BR Rovere, M Sakulin, H Pata, J Lawrence, J Cacchio, V Vijay, A Kontaxakis, P De Favereau De Jeneret, J Cruz, SS Siamarkou, E Lee, D Scarfi, S Schwick, C Cutts, D Selvaggi, M Sharma, A Gary, JW Roland, C He, H Agram, J-L Spitzbart, D Benitez, JF Shchelina, K Basile, C Raidal, M Dimitrov, A Silva, P Sphicas, P Sanders, S Gordon, M Gottmann, A Leiton, AGS Steen, A Schwandt, J Gouskos, L Loukas, N Lee, H Summers, S Campana, M Treille, D Awan, MIM Kieseler, J Morris, M Tropea, P Roland, G Walter, D Sommerhalder, M Wanczyk, J Wang, J Fehérkuti, A Tsipolitis, G Litov, L Andrea, J Hadley, M 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Keywords:	CMS;Combine;Higgs;Higgs boson;Statistics
Issue Date:	8-Nov-2024
Publisher:	Springer Science and Business Media LLC
Citation:	CMS Collaboration. (2024). ‘The CMS Statistical Analysis and Combination Tool: Combine’, Computing and Software for Big Science. Vol 8 (19), pp. 1 - 45. doi: https://doi.org/10.1007/s41781-024-00121-4.
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.
Description:	Metrics: https://link.springer.com/article/10.1007/s41781-024-00121-4/metrics
URI:	http://bura.brunel.ac.uk/handle/2438/30303
DOI:	https://doi.org/10.1007/s41781-024-00121-4
ISSN:	2510-2036
Other Identifiers:	ORCiD: Joanne Cole https://orcid.org/0000-0001-5638-7599 ORCiD: Akram Khan https://orcid.org/0000-0002-4597-4402 ORCiD: Paul Kyberd https://orcid.org/0000-0002-7353-7090 ORCiD: Ivan Reid https://orcid.org/0000-0002-9235-779X
Appears in Collections:	Dept of Electronic and Electrical Engineering Research Papers

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