Development and implementation of statistical tools to be used in phenomenological analyses in particle physics
This work presents the development of scripts for the phenomenology group at Universidad de los Andes. The aim of these scripts is to carry out hypothesis tests for discovery, taking as inputs histograms for signal points and background contributions common to said signals. It also takes histograms...
- Autores:
-
Aguilar Montero, Juan Guillermo
- Tipo de recurso:
- Trabajo de grado de pregrado
- Fecha de publicación:
- 2017
- Institución:
- Universidad de los Andes
- Repositorio:
- Séneca: repositorio Uniandes
- Idioma:
- eng
- OAI Identifier:
- oai:repositorio.uniandes.edu.co:1992/39328
- Acceso en línea:
- http://hdl.handle.net/1992/39328
- Palabra clave:
- Universidad de los Andes (Colombia) - Grupo de Física de Altas Energías
Partículas (Física nuclear)
Física
Física
- Rights
- openAccess
- License
- http://creativecommons.org/licenses/by-nc-sa/4.0/
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Al consultar y hacer uso de este recurso, está aceptando las condiciones de uso establecidas por los autores.http://creativecommons.org/licenses/by-nc-sa/4.0/info:eu-repo/semantics/openAccesshttp://purl.org/coar/access_right/c_abf2Flórez Bustos, Carlos Andrésvirtual::3226-1Aguilar Montero, Juan Guillermoa38f2110-27ff-461e-a96e-79e6744dfda25002020-06-10T16:10:42Z2020-06-10T16:10:42Z2017http://hdl.handle.net/1992/39328u821264.pdfinstname:Universidad de los Andesreponame:Repositorio Institucional Sénecarepourl:https://repositorio.uniandes.edu.co/This work presents the development of scripts for the phenomenology group at Universidad de los Andes. The aim of these scripts is to carry out hypothesis tests for discovery, taking as inputs histograms for signal points and background contributions common to said signals. It also takes histograms for collected experimental data, but in the case that data is not available, pseudo-data is generated for each signal point by adding it to the total background. The scripts were fully tested using simulated events from a published phenomenological analysis of the High Energy Physics group at Universidad de los Andes. They have also been fully documented and are available online in a GitHub repository"Este trabajo presenta el desarrollo de scripts para el grupo de fenomenología de la Universidad de los Andes. El objetivo de estos scripts es llevar a cabo tests de hipótesis para descubrimiento, tomando como entrada histogramas de señales, y contribuciones de ruido (background) comunes a dichas señales. También toma histogramas de datos experimentales, pero en el caso de que éstos no se encuentren disponibles, pseudo-datos son generados para cada punto de señal sumándola al background total. Estos scripts fueron puestos a prueba usando eventos simulados, tomados de un análisis fenomenológico publicado por el Grupo de Altas Energías de la Universidad de los Andes. También se encuentran completamente documentados y están disponibles en línea en un repositorio de GitHub."--Tomado del Formato de Documento de GradoFísicoPregrado86 hojasapplication/pdfengUniversidad de los AndesFísicaFacultad de CienciasDepartamento de Físicainstname:Universidad de los Andesreponame:Repositorio Institucional SénecaDevelopment and implementation of statistical tools to be used in phenomenological analyses in particle physicsTrabajo de grado - Pregradoinfo:eu-repo/semantics/bachelorThesishttp://purl.org/coar/resource_type/c_7a1fhttp://purl.org/coar/version/c_970fb48d4fbd8a85Texthttp://purl.org/redcol/resource_type/TPUniversidad de los Andes (Colombia) - Grupo de Física de Altas EnergíasPartículas (Física nuclear)FísicaFísicaPublicationhttps://scholar.google.es/citations?user=SUG6ga0AAAAJvirtual::3226-10000-0002-3222-0249virtual::3226-1https://scienti.minciencias.gov.co/cvlac/visualizador/generarCurriculoCv.do?cod_rh=0001541878virtual::3226-136748a10-0a15-454e-8153-6373f14be738virtual::3226-136748a10-0a15-454e-8153-6373f14be738virtual::3226-1ORIGINALu821264.pdfapplication/pdf3230162https://repositorio.uniandes.edu.co/bitstreams/be8bbace-8304-46d6-adaa-7a787ea3eab3/downloadbdcf2672e85306272d5d632b913907a6MD51THUMBNAILu821264.pdf.jpgu821264.pdf.jpgIM Thumbnailimage/jpeg7452https://repositorio.uniandes.edu.co/bitstreams/050c675f-df4b-4431-b828-547e635d6346/download98928bd70b8d58fa3ad1799ea8f1be71MD55TEXTu821264.pdf.txtu821264.pdf.txtExtracted texttext/plain150102https://repositorio.uniandes.edu.co/bitstreams/7dcf0393-c8e8-4d2f-926b-2045c17aa0e3/downloaddfe7506a9a088b16f84b4ce155aa3c3fMD541992/39328oai:repositorio.uniandes.edu.co:1992/393282024-03-13 12:23:07.391http://creativecommons.org/licenses/by-nc-sa/4.0/open.accesshttps://repositorio.uniandes.edu.coRepositorio institucional Sénecaadminrepositorio@uniandes.edu.co |
| dc.title.es_CO.fl_str_mv |
Development and implementation of statistical tools to be used in phenomenological analyses in particle physics |
| title |
Development and implementation of statistical tools to be used in phenomenological analyses in particle physics |
| spellingShingle |
Development and implementation of statistical tools to be used in phenomenological analyses in particle physics Universidad de los Andes (Colombia) - Grupo de Física de Altas Energías Partículas (Física nuclear) Física Física |
| title_short |
Development and implementation of statistical tools to be used in phenomenological analyses in particle physics |
| title_full |
Development and implementation of statistical tools to be used in phenomenological analyses in particle physics |
| title_fullStr |
Development and implementation of statistical tools to be used in phenomenological analyses in particle physics |
| title_full_unstemmed |
Development and implementation of statistical tools to be used in phenomenological analyses in particle physics |
| title_sort |
Development and implementation of statistical tools to be used in phenomenological analyses in particle physics |
| dc.creator.fl_str_mv |
Aguilar Montero, Juan Guillermo |
| dc.contributor.advisor.none.fl_str_mv |
Flórez Bustos, Carlos Andrés |
| dc.contributor.author.none.fl_str_mv |
Aguilar Montero, Juan Guillermo |
| dc.subject.keyword.es_CO.fl_str_mv |
Universidad de los Andes (Colombia) - Grupo de Física de Altas Energías Partículas (Física nuclear) Física |
| topic |
Universidad de los Andes (Colombia) - Grupo de Física de Altas Energías Partículas (Física nuclear) Física Física |
| dc.subject.themes.none.fl_str_mv |
Física |
| description |
This work presents the development of scripts for the phenomenology group at Universidad de los Andes. The aim of these scripts is to carry out hypothesis tests for discovery, taking as inputs histograms for signal points and background contributions common to said signals. It also takes histograms for collected experimental data, but in the case that data is not available, pseudo-data is generated for each signal point by adding it to the total background. The scripts were fully tested using simulated events from a published phenomenological analysis of the High Energy Physics group at Universidad de los Andes. They have also been fully documented and are available online in a GitHub repository |
| publishDate |
2017 |
| dc.date.issued.none.fl_str_mv |
2017 |
| dc.date.accessioned.none.fl_str_mv |
2020-06-10T16:10:42Z |
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2020-06-10T16:10:42Z |
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Trabajo de grado - Pregrado |
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http://purl.org/coar/version/c_970fb48d4fbd8a85 |
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info:eu-repo/semantics/bachelorThesis |
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http://purl.org/coar/resource_type/c_7a1f |
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Text |
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http://purl.org/redcol/resource_type/TP |
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http://hdl.handle.net/1992/39328 |
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u821264.pdf |
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instname:Universidad de los Andes |
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reponame:Repositorio Institucional Séneca |
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repourl:https://repositorio.uniandes.edu.co/ |
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http://hdl.handle.net/1992/39328 |
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u821264.pdf instname:Universidad de los Andes reponame:Repositorio Institucional Séneca repourl:https://repositorio.uniandes.edu.co/ |
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eng |
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http://creativecommons.org/licenses/by-nc-sa/4.0/ |
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86 hojas |
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Universidad de los Andes |
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Física |
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Facultad de Ciencias |
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Departamento de Física |
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