{"id":11257,"date":"2021-12-20T10:00:06","date_gmt":"2021-12-20T09:00:06","guid":{"rendered":"http:\/\/sidor.webs5.uvigo.es\/?p=11257"},"modified":"2022-06-30T16:31:44","modified_gmt":"2022-06-30T14:31:44","slug":"2021-rocnreg-roc-curve-inference-with-and-without-covariates","status":"publish","type":"post","link":"https:\/\/sidor.uvigo.es\/en\/2021-rocnreg-roc-curve-inference-with-and-without-covariates\/","title":{"rendered":"2021 \/\/ ROCnReg: ROC Curve Inference with and without Covariates"},"content":{"rendered":"<p><b>Authors: Maria Xose Rodriguez-Alvarez ORCID iD[aut, cre], Vanda Inacio ORCID iD[aut]<\/b><\/p>\n<h3>Description<\/h3>\n<hr class=\"hr\" \/>\n<p>Estimates the pooled (unadjusted) Receiver Operating Characteristic (ROC) curve, the covariate-adjusted ROC (AROC) curve, and the covariate-specific\/conditional ROC (cROC) curve by different methods, both Bayesian and frequentist. Also, it provides functions to obtain ROC-based optimal cutpoints utilizing several criteria. Based on Erkanli, A. et al. (2006) <doi:10.1002\/sim.2496>; Faraggi, D. (2003) <doi:10.1111\/1467-9884.00350>; Gu, J. et al. (2008) <doi:10.1002\/sim.3366>; Inacio de Carvalho, V. et al. (2013) <doi:10.1214\/13-BA825>; Inacio de Carvalho, V., and Rodriguez-Alvarez, M.X. (2018) <arXiv:1806.00473>; Janes, H., and Pepe, M.S. (2009) <doi:10.1093\/biomet\/asp002>; Pepe, M.S. (1998) <http:\/\/www.jstor.org\/stable\/2534001?seq=1>; Rodriguez-Alvarez, M.X. et al. (2011a) <doi:10.1016\/j.csda.2010.07.018>; Rodriguez-Alvarez, M.X. et al. (2011a) <doi:10.1007\/s11222-010-9184-1>. Please see Rodriguez-Alvarez, M.X. and Inacio, V. (20208) <arXiv:2003.13111> for more details.<\/p>\n<p>&nbsp;<\/p>\n<p><b>R Package \u2013 Version 1.0-7<\/b><br \/>\n<b>Published:<\/b>\u00a02021-12-20<br \/>\n<b>Link:<\/b>\u00a0<a href=\"https:\/\/cran.r-project.org\/web\/packages\/ROCnReg\/index.html\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/cran.r-project.org\/web\/packages\/ROCnReg\/index.html<\/a><\/p>\n<p><iframe loading=\"lazy\" src=\"https:\/\/cranlogs.r-pkg.org\/badges\/ROCnReg\" width=\"300\" height=\"50\"><\/iframe><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Authors: Maria Xose Rodriguez-Alvarez ORCID iD[aut, cre], Vanda Inacio ORCID iD[aut] Description Estimates the pooled (unadjusted) Receiver Operating Characteristic (ROC) curve, the covariate-adjusted ROC (AROC) &hellip; <a class=\"excerpt_more\" href=\"https:\/\/sidor.uvigo.es\/en\/2021-rocnreg-roc-curve-inference-with-and-without-covariates\/\">Continued<\/a><\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[107],"tags":[122],"class_list":["post-11257","post","type-post","status-publish","format-standard","hentry","category-software-development","tag-software"],"jetpack_featured_media_url":"","_links":{"self":[{"href":"https:\/\/sidor.uvigo.es\/en\/wp-json\/wp\/v2\/posts\/11257\/"}],"collection":[{"href":"https:\/\/sidor.uvigo.es\/en\/wp-json\/wp\/v2\/posts\/"}],"about":[{"href":"https:\/\/sidor.uvigo.es\/en\/wp-json\/wp\/v2\/types\/post\/"}],"author":[{"embeddable":true,"href":"https:\/\/sidor.uvigo.es\/en\/wp-json\/wp\/v2\/users\/2\/"}],"replies":[{"embeddable":true,"href":"https:\/\/sidor.uvigo.es\/en\/wp-json\/wp\/v2\/comments\/?post=11257"}],"version-history":[{"count":1,"href":"https:\/\/sidor.uvigo.es\/en\/wp-json\/wp\/v2\/posts\/11257\/revisions\/"}],"predecessor-version":[{"id":11258,"href":"https:\/\/sidor.uvigo.es\/en\/wp-json\/wp\/v2\/posts\/11257\/revisions\/11258\/"}],"wp:attachment":[{"href":"https:\/\/sidor.uvigo.es\/en\/wp-json\/wp\/v2\/media\/?parent=11257"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/sidor.uvigo.es\/en\/wp-json\/wp\/v2\/categories\/?post=11257"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/sidor.uvigo.es\/en\/wp-json\/wp\/v2\/tags\/?post=11257"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}