Multivariate Analysis from a Statistical Point of View

Multivariate Analysis is an increasingly common tool in experimental high energy physics; however, many of the common approaches were borrowed from other fields. We clarify what the goal of a multivariate algorithm should be for the search for a new particle and compare different approaches. We also...

Descripción completa

Detalles Bibliográficos
Autor principal: Cranmer, K
Lenguaje:eng
Publicado: 2003
Materias:
Other Fields of Physics
Acceso en línea:http://cds.cern.ch/record/678296
_version_ 1780900998676480000
author Cranmer, K
author_facet Cranmer, K
author_sort Cranmer, K
collection CERN
description Multivariate Analysis is an increasingly common tool in experimental high energy physics; however, many of the common approaches were borrowed from other fields. We clarify what the goal of a multivariate algorithm should be for the search for a new particle and compare different approaches. We also translate the Neyman-Pearson theory into the language of statistical learning theory.
id cern-678296
institution Organización Europea para la Investigación Nuclear
language eng
publishDate 2003
record_format invenio
spelling cern-6782962019-09-30T06:29:59Zhttp://cds.cern.ch/record/678296engCranmer, KMultivariate Analysis from a Statistical Point of ViewOther Fields of PhysicsMultivariate Analysis is an increasingly common tool in experimental high energy physics; however, many of the common approaches were borrowed from other fields. We clarify what the goal of a multivariate algorithm should be for the search for a new particle and compare different approaches. We also translate the Neyman-Pearson theory into the language of statistical learning theory.physics/0310110oai:cds.cern.ch:6782962003-10-22
spellingShingle Other Fields of Physics
Cranmer, K
Multivariate Analysis from a Statistical Point of View
title Multivariate Analysis from a Statistical Point of View
title_full Multivariate Analysis from a Statistical Point of View
title_fullStr Multivariate Analysis from a Statistical Point of View
title_full_unstemmed Multivariate Analysis from a Statistical Point of View
title_short Multivariate Analysis from a Statistical Point of View
title_sort multivariate analysis from a statistical point of view
topic Other Fields of Physics
url http://cds.cern.ch/record/678296
work_keys_str_mv AT cranmerk multivariateanalysisfromastatisticalpointofview

Ejemplares similares