Comparison of weighted kappa coefficients of multiple binary diagnostic tests done on the same subjects
Sensitivity and specificity are classic parameters to assess and compare the performance of binary diagnostic tests versus a gold standard in a population. Another useful parameter to assess and compare the performance of binary tests is the weighted kappa coefficient, which is defined as a measure...
Gespeichert in:
| Veröffentlicht in: | Statistics in medicine 2010-09, Vol.29 (20), p.2149-2165 |
|---|---|
| Hauptverfasser: | , |
| Format: | Artikel |
| Sprache: | eng |
| Schlagworte: | |
| Online-Zugang: | Volltext |
| Tags: |
Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
|
| container_end_page | 2165 |
|---|---|
| container_issue | 20 |
| container_start_page | 2149 |
| container_title | Statistics in medicine |
| container_volume | 29 |
| creator | Roldán Nofuentes, José Antonio Luna del Castillo, Juan Dios |
| description | Sensitivity and specificity are classic parameters to assess and compare the performance of binary diagnostic tests versus a gold standard in a population. Another useful parameter to assess and compare the performance of binary tests is the weighted kappa coefficient, which is defined as a measure of the beyond‐chance agreement between the diagnostic test and the gold standard. In this study, we deduce the maximum likelihood estimators of the weighted kappa coefficients of multiple binary tests and we propose an asymptotic method to compare the weighted kappa coefficients of multiple binary tests with regard to the same gold standard when all of the diagnostic tests are applied to the same sample of patients. We have carried out simulation experiments to study the type I error and the power of the method that we propose when we compared three binary tests. We have applied the results obtained to the diagnosis of coronary disease. Copyright © 2010 John Wiley & Sons, Ltd. |
| doi_str_mv | 10.1002/sim.3939 |
| format | Article |
| fullrecord | <record><control><sourceid>proquest_cross</sourceid><recordid>TN_cdi_proquest_miscellaneous_754006553</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sourcerecordid>2129756311</sourcerecordid><originalsourceid>FETCH-LOGICAL-c3859-7eef41bebc376fc3b13a381f64feb883508a3e04007409826061f15c1693c7473</originalsourceid><addsrcrecordid>eNp10MFO3DAQBmCrKioLrdQnqKxeyiV0HMexfaxWXYoE9FAqjpbjHS9ekjiNEwFvj1e75VCpF_vgz79mfkI-MjhnAOXXFLpzrrl-QxYMtCygFOotWUApZVFLJo7JSUpbAMZEKd-R4xIUaMHVgmyWsRvsGFLsafT0EcPmfsI1fbDDYKmL6H1wAfsp7Z67uZ3C0CJtQm_HZ7oOdtPHNAVHJ0zZrGOPNEdN90iT7fIxN1t0U3pPjrxtE3443Kfk9-r77fJHcfXz4nL57apwXAldSERfsQYbx2XtHW8Yt1wxX1ceG6W4AGU5QgUgK9CqrKFmngnHas2drCQ_JV_2ucMY_8x5JtOF5LBtbY9xTkaK_LcWgmf5-R-5jfPY5-GMrHSlNJcio7M9cmNMaURvhjF0eXXDwOyqN7l6s6s-00-HvLnpcP0K_3adQbEHj6HF5_8GmV-X14fAgw9pwqdXb8cHU8s8nLm7uTB3asVuy5uVEfwFX1Kb8w</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>749489375</pqid></control><display><type>article</type><title>Comparison of weighted kappa coefficients of multiple binary diagnostic tests done on the same subjects</title><source>MEDLINE</source><source>Wiley Online Library Journals Frontfile Complete</source><creator>Roldán Nofuentes, José Antonio ; Luna del Castillo, Juan Dios</creator><creatorcontrib>Roldán Nofuentes, José Antonio ; Luna del Castillo, Juan Dios</creatorcontrib><description>Sensitivity and specificity are classic parameters to assess and compare the performance of binary diagnostic tests versus a gold standard in a population. Another useful parameter to assess and compare the performance of binary tests is the weighted kappa coefficient, which is defined as a measure of the beyond‐chance agreement between the diagnostic test and the gold standard. In this study, we deduce the maximum likelihood estimators of the weighted kappa coefficients of multiple binary tests and we propose an asymptotic method to compare the weighted kappa coefficients of multiple binary tests with regard to the same gold standard when all of the diagnostic tests are applied to the same sample of patients. We have carried out simulation experiments to study the type I error and the power of the method that we propose when we compared three binary tests. We have applied the results obtained to the diagnosis of coronary disease. Copyright © 2010 John Wiley & Sons, Ltd.</description><identifier>ISSN: 0277-6715</identifier><identifier>EISSN: 1097-0258</identifier><identifier>DOI: 10.1002/sim.3939</identifier><identifier>PMID: 20809538</identifier><identifier>CODEN: SMEDDA</identifier><language>eng</language><publisher>Chichester, UK: John Wiley & Sons, Ltd</publisher><subject>Asymptotic methods ; Biostatistics ; Cardiovascular disease ; Coronary Angiography - statistics & numerical data ; Coronary Artery Disease - diagnosis ; Diagnostic tests ; Diagnostic Tests, Routine - standards ; Diagnostic Tests, Routine - statistics & numerical data ; Electrocardiography - statistics & numerical data ; Exercise Test - statistics & numerical data ; Humans ; Likelihood Functions ; Maximum likelihood method ; Medical statistics ; Models, Statistical ; multiple binary diagnostic tests ; Patients ; Sensitivity and Specificity ; Studies ; weighted kappa coefficient</subject><ispartof>Statistics in medicine, 2010-09, Vol.29 (20), p.2149-2165</ispartof><rights>Copyright © 2010 John Wiley & Sons, Ltd.</rights><rights>Copyright John Wiley and Sons, Limited Sep 10, 2010</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c3859-7eef41bebc376fc3b13a381f64feb883508a3e04007409826061f15c1693c7473</citedby><cites>FETCH-LOGICAL-c3859-7eef41bebc376fc3b13a381f64feb883508a3e04007409826061f15c1693c7473</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://onlinelibrary.wiley.com/doi/pdf/10.1002%2Fsim.3939$$EPDF$$P50$$Gwiley$$H</linktopdf><linktohtml>$$Uhttps://onlinelibrary.wiley.com/doi/full/10.1002%2Fsim.3939$$EHTML$$P50$$Gwiley$$H</linktohtml><link.rule.ids>314,776,780,1411,27901,27902,45550,45551</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/20809538$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Roldán Nofuentes, José Antonio</creatorcontrib><creatorcontrib>Luna del Castillo, Juan Dios</creatorcontrib><title>Comparison of weighted kappa coefficients of multiple binary diagnostic tests done on the same subjects</title><title>Statistics in medicine</title><addtitle>Statist. Med</addtitle><description>Sensitivity and specificity are classic parameters to assess and compare the performance of binary diagnostic tests versus a gold standard in a population. Another useful parameter to assess and compare the performance of binary tests is the weighted kappa coefficient, which is defined as a measure of the beyond‐chance agreement between the diagnostic test and the gold standard. In this study, we deduce the maximum likelihood estimators of the weighted kappa coefficients of multiple binary tests and we propose an asymptotic method to compare the weighted kappa coefficients of multiple binary tests with regard to the same gold standard when all of the diagnostic tests are applied to the same sample of patients. We have carried out simulation experiments to study the type I error and the power of the method that we propose when we compared three binary tests. We have applied the results obtained to the diagnosis of coronary disease. Copyright © 2010 John Wiley & Sons, Ltd.</description><subject>Asymptotic methods</subject><subject>Biostatistics</subject><subject>Cardiovascular disease</subject><subject>Coronary Angiography - statistics & numerical data</subject><subject>Coronary Artery Disease - diagnosis</subject><subject>Diagnostic tests</subject><subject>Diagnostic Tests, Routine - standards</subject><subject>Diagnostic Tests, Routine - statistics & numerical data</subject><subject>Electrocardiography - statistics & numerical data</subject><subject>Exercise Test - statistics & numerical data</subject><subject>Humans</subject><subject>Likelihood Functions</subject><subject>Maximum likelihood method</subject><subject>Medical statistics</subject><subject>Models, Statistical</subject><subject>multiple binary diagnostic tests</subject><subject>Patients</subject><subject>Sensitivity and Specificity</subject><subject>Studies</subject><subject>weighted kappa coefficient</subject><issn>0277-6715</issn><issn>1097-0258</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2010</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNp10MFO3DAQBmCrKioLrdQnqKxeyiV0HMexfaxWXYoE9FAqjpbjHS9ekjiNEwFvj1e75VCpF_vgz79mfkI-MjhnAOXXFLpzrrl-QxYMtCygFOotWUApZVFLJo7JSUpbAMZEKd-R4xIUaMHVgmyWsRvsGFLsafT0EcPmfsI1fbDDYKmL6H1wAfsp7Z67uZ3C0CJtQm_HZ7oOdtPHNAVHJ0zZrGOPNEdN90iT7fIxN1t0U3pPjrxtE3443Kfk9-r77fJHcfXz4nL57apwXAldSERfsQYbx2XtHW8Yt1wxX1ceG6W4AGU5QgUgK9CqrKFmngnHas2drCQ_JV_2ucMY_8x5JtOF5LBtbY9xTkaK_LcWgmf5-R-5jfPY5-GMrHSlNJcio7M9cmNMaURvhjF0eXXDwOyqN7l6s6s-00-HvLnpcP0K_3adQbEHj6HF5_8GmV-X14fAgw9pwqdXb8cHU8s8nLm7uTB3asVuy5uVEfwFX1Kb8w</recordid><startdate>20100910</startdate><enddate>20100910</enddate><creator>Roldán Nofuentes, José Antonio</creator><creator>Luna del Castillo, Juan Dios</creator><general>John Wiley & Sons, Ltd</general><general>Wiley Subscription Services, Inc</general><scope>BSCLL</scope><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>K9.</scope><scope>7X8</scope></search><sort><creationdate>20100910</creationdate><title>Comparison of weighted kappa coefficients of multiple binary diagnostic tests done on the same subjects</title><author>Roldán Nofuentes, José Antonio ; Luna del Castillo, Juan Dios</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c3859-7eef41bebc376fc3b13a381f64feb883508a3e04007409826061f15c1693c7473</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2010</creationdate><topic>Asymptotic methods</topic><topic>Biostatistics</topic><topic>Cardiovascular disease</topic><topic>Coronary Angiography - statistics & numerical data</topic><topic>Coronary Artery Disease - diagnosis</topic><topic>Diagnostic tests</topic><topic>Diagnostic Tests, Routine - standards</topic><topic>Diagnostic Tests, Routine - statistics & numerical data</topic><topic>Electrocardiography - statistics & numerical data</topic><topic>Exercise Test - statistics & numerical data</topic><topic>Humans</topic><topic>Likelihood Functions</topic><topic>Maximum likelihood method</topic><topic>Medical statistics</topic><topic>Models, Statistical</topic><topic>multiple binary diagnostic tests</topic><topic>Patients</topic><topic>Sensitivity and Specificity</topic><topic>Studies</topic><topic>weighted kappa coefficient</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Roldán Nofuentes, José Antonio</creatorcontrib><creatorcontrib>Luna del Castillo, Juan Dios</creatorcontrib><collection>Istex</collection><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>MEDLINE - Academic</collection><jtitle>Statistics in medicine</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Roldán Nofuentes, José Antonio</au><au>Luna del Castillo, Juan Dios</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Comparison of weighted kappa coefficients of multiple binary diagnostic tests done on the same subjects</atitle><jtitle>Statistics in medicine</jtitle><addtitle>Statist. Med</addtitle><date>2010-09-10</date><risdate>2010</risdate><volume>29</volume><issue>20</issue><spage>2149</spage><epage>2165</epage><pages>2149-2165</pages><issn>0277-6715</issn><eissn>1097-0258</eissn><coden>SMEDDA</coden><abstract>Sensitivity and specificity are classic parameters to assess and compare the performance of binary diagnostic tests versus a gold standard in a population. Another useful parameter to assess and compare the performance of binary tests is the weighted kappa coefficient, which is defined as a measure of the beyond‐chance agreement between the diagnostic test and the gold standard. In this study, we deduce the maximum likelihood estimators of the weighted kappa coefficients of multiple binary tests and we propose an asymptotic method to compare the weighted kappa coefficients of multiple binary tests with regard to the same gold standard when all of the diagnostic tests are applied to the same sample of patients. We have carried out simulation experiments to study the type I error and the power of the method that we propose when we compared three binary tests. We have applied the results obtained to the diagnosis of coronary disease. Copyright © 2010 John Wiley & Sons, Ltd.</abstract><cop>Chichester, UK</cop><pub>John Wiley & Sons, Ltd</pub><pmid>20809538</pmid><doi>10.1002/sim.3939</doi><tpages>17</tpages></addata></record> |
| fulltext | fulltext |
| identifier | ISSN: 0277-6715 |
| ispartof | Statistics in medicine, 2010-09, Vol.29 (20), p.2149-2165 |
| issn | 0277-6715 1097-0258 |
| language | eng |
| recordid | cdi_proquest_miscellaneous_754006553 |
| source | MEDLINE; Wiley Online Library Journals Frontfile Complete |
| subjects | Asymptotic methods Biostatistics Cardiovascular disease Coronary Angiography - statistics & numerical data Coronary Artery Disease - diagnosis Diagnostic tests Diagnostic Tests, Routine - standards Diagnostic Tests, Routine - statistics & numerical data Electrocardiography - statistics & numerical data Exercise Test - statistics & numerical data Humans Likelihood Functions Maximum likelihood method Medical statistics Models, Statistical multiple binary diagnostic tests Patients Sensitivity and Specificity Studies weighted kappa coefficient |
| title | Comparison of weighted kappa coefficients of multiple binary diagnostic tests done on the same subjects |
| url | https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-02-13T08%3A36%3A17IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_cross&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Comparison%20of%20weighted%20kappa%20coefficients%20of%20multiple%20binary%20diagnostic%20tests%20done%20on%20the%20same%20subjects&rft.jtitle=Statistics%20in%20medicine&rft.au=Rold%C3%A1n%20Nofuentes,%20Jos%C3%A9%20Antonio&rft.date=2010-09-10&rft.volume=29&rft.issue=20&rft.spage=2149&rft.epage=2165&rft.pages=2149-2165&rft.issn=0277-6715&rft.eissn=1097-0258&rft.coden=SMEDDA&rft_id=info:doi/10.1002/sim.3939&rft_dat=%3Cproquest_cross%3E2129756311%3C/proquest_cross%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_pqid=749489375&rft_id=info:pmid/20809538&rfr_iscdi=true |