Adjusting for covariate effects on classification accuracy using the covariate-adjusted receiver operating characteristic curve

• Published in: Biometrika Vol. 96; no. 2; pp. 371 - 382
• Main Authors: Janes, Holly, Pepe, Margaret S
• Format: Journal Article
• Language: English
• Published: England Oxford University Press for Biometrika Trust 01.06.2009
• Series: Biometrika

Recent scientific and technological innovations have produced an abundance of potential markers that are being investigated for their use in disease screening and diagnosis. In evaluating these markers, it is often necessary to account for covariates associated with the marker of interest. Covariate...