Global hypothesis test to compare the likelihood ratios of multiple binary diagnostic tests with ignorable missing data

In this article, a global hypothesis test is studied to simultaneously compare the likelihood ratios of multiple binary diagnostic tests when in the presence of partial disease verification the missing data mechanism is ignorable. The hypothesis test is based on the chi-squared distribution. Simulat...

Descripción completa

Detalles Bibliográficos
Autores: Marín Jiménez, Ana Eugenia, Roldán Nofuentes, José Antonio
Tipo de recurso: artículo
Fecha de publicación:2014
País:España
Institución:Universitat Politècnica de Catalunya (UPC)
Repositorio:UPCommons. Portal del coneixement obert de la UPC
Idioma:inglés
OAI Identifier:oai:upcommons.upc.edu:2117/88560
Acceso en línea:https://hdl.handle.net/2117/88560
Access Level:acceso abierto
Palabra clave:Global hypothesis test
partial verification
positive and negative likelihood ratio.
Classificació AMS::62 Statistics::62P Applications
Àrees temàtiques de la UPC::Matemàtiques i estadística::Estadística matemàtica
id ES_49ff47dfa794a6f36e06fdc14a7dba56
oai_identifier_str oai:upcommons.upc.edu:2117/88560
network_acronym_str ES
network_name_str España
repository_id_str
spelling Global hypothesis test to compare the likelihood ratios of multiple binary diagnostic tests with ignorable missing dataMarín Jiménez, Ana EugeniaRoldán Nofuentes, José AntonioGlobal hypothesis testpartial verificationpositive and negative likelihood ratio.Classificació AMS::62 Statistics::62P ApplicationsÀrees temàtiques de la UPC::Matemàtiques i estadística::Estadística matemàticaIn this article, a global hypothesis test is studied to simultaneously compare the likelihood ratios of multiple binary diagnostic tests when in the presence of partial disease verification the missing data mechanism is ignorable. The hypothesis test is based on the chi-squared distribution. Simulation experiments were carried out to study the type I error and the power of the global hypothesis test when comparing the likelihood ratios of two and three diagnostic tests respectively. The results obtained were applied to the diagnosis of coronary stenosis.Peer ReviewedInstitut d'Estadística de Catalunya20142014-12-0120162016-07-06journal articlehttp://purl.org/coar/resource_type/c_6501NAhttp://purl.org/coar/version/c_be7fb7dd8ff6fe43info:eu-repo/semantics/articleapplication/pdfhttps://hdl.handle.net/2117/88560reponame:UPCommons. Portal del coneixement obert de la UPCinstname:Universitat Politècnica de Catalunya (UPC)Inglésengopen accesshttp://purl.org/coar/access_right/c_abf2Attribution-NonCommercial-NoDerivs 3.0 Spainhttp://creativecommons.org/licenses/by-nc-nd/3.0/es/info:eu-repo/semantics/openAccessoai:upcommons.upc.edu:2117/885602026-05-27T15:37:01Z
dc.title.none.fl_str_mv Global hypothesis test to compare the likelihood ratios of multiple binary diagnostic tests with ignorable missing data
title Global hypothesis test to compare the likelihood ratios of multiple binary diagnostic tests with ignorable missing data
spellingShingle Global hypothesis test to compare the likelihood ratios of multiple binary diagnostic tests with ignorable missing data
Marín Jiménez, Ana Eugenia
Global hypothesis test
partial verification
positive and negative likelihood ratio.
Classificació AMS::62 Statistics::62P Applications
Àrees temàtiques de la UPC::Matemàtiques i estadística::Estadística matemàtica
title_short Global hypothesis test to compare the likelihood ratios of multiple binary diagnostic tests with ignorable missing data
title_full Global hypothesis test to compare the likelihood ratios of multiple binary diagnostic tests with ignorable missing data
title_fullStr Global hypothesis test to compare the likelihood ratios of multiple binary diagnostic tests with ignorable missing data
title_full_unstemmed Global hypothesis test to compare the likelihood ratios of multiple binary diagnostic tests with ignorable missing data
title_sort Global hypothesis test to compare the likelihood ratios of multiple binary diagnostic tests with ignorable missing data
dc.creator.none.fl_str_mv Marín Jiménez, Ana Eugenia
Roldán Nofuentes, José Antonio
author Marín Jiménez, Ana Eugenia
author_facet Marín Jiménez, Ana Eugenia
Roldán Nofuentes, José Antonio
author_role author
author2 Roldán Nofuentes, José Antonio
author2_role author
dc.subject.none.fl_str_mv Global hypothesis test
partial verification
positive and negative likelihood ratio.
Classificació AMS::62 Statistics::62P Applications
Àrees temàtiques de la UPC::Matemàtiques i estadística::Estadística matemàtica
topic Global hypothesis test
partial verification
positive and negative likelihood ratio.
Classificació AMS::62 Statistics::62P Applications
Àrees temàtiques de la UPC::Matemàtiques i estadística::Estadística matemàtica
description In this article, a global hypothesis test is studied to simultaneously compare the likelihood ratios of multiple binary diagnostic tests when in the presence of partial disease verification the missing data mechanism is ignorable. The hypothesis test is based on the chi-squared distribution. Simulation experiments were carried out to study the type I error and the power of the global hypothesis test when comparing the likelihood ratios of two and three diagnostic tests respectively. The results obtained were applied to the diagnosis of coronary stenosis.
publishDate 2014
dc.date.none.fl_str_mv 2014
2014-12-01
2016
2016-07-06
dc.type.none.fl_str_mv journal article
http://purl.org/coar/resource_type/c_6501
NA
http://purl.org/coar/version/c_be7fb7dd8ff6fe43
dc.type.openaire.fl_str_mv info:eu-repo/semantics/article
format article
dc.identifier.none.fl_str_mv https://hdl.handle.net/2117/88560
url https://hdl.handle.net/2117/88560
dc.language.none.fl_str_mv Inglés
eng
language_invalid_str_mv Inglés
language eng
dc.rights.none.fl_str_mv open access
http://purl.org/coar/access_right/c_abf2
Attribution-NonCommercial-NoDerivs 3.0 Spain
http://creativecommons.org/licenses/by-nc-nd/3.0/es/
dc.rights.openaire.fl_str_mv info:eu-repo/semantics/openAccess
rights_invalid_str_mv open access
http://purl.org/coar/access_right/c_abf2
Attribution-NonCommercial-NoDerivs 3.0 Spain
http://creativecommons.org/licenses/by-nc-nd/3.0/es/
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Institut d'Estadística de Catalunya
publisher.none.fl_str_mv Institut d'Estadística de Catalunya
dc.source.none.fl_str_mv reponame:UPCommons. Portal del coneixement obert de la UPC
instname:Universitat Politècnica de Catalunya (UPC)
instname_str Universitat Politècnica de Catalunya (UPC)
reponame_str UPCommons. Portal del coneixement obert de la UPC
collection UPCommons. Portal del coneixement obert de la UPC
repository.name.fl_str_mv
repository.mail.fl_str_mv
_version_ 1869407458428977152
score 15,301629

Similares en LA Referencia