Adjusting the generalized ROC curve for covariates

EF Schisterman, D Faraggi, B Reiser - Statistics in medicine, 2004 - Wiley Online Library
Receiver operating characteristic (ROC) curves and in particular the area under the curve
(AUC), are widely used to examine the effectiveness of diagnostic markers. Diagnostic …

On linear combinations of biomarkers to improve diagnostic accuracy

A Liu, EF Schisterman, Y Zhu - Statistics in medicine, 2005 - Wiley Online Library
We consider combining multiple biomarkers to improve diagnostic accuracy. Su and Liu
derived the linear combinations that maximize the area under the receiver operating …

ROC analysis for markers with mass at zero

EF Schisterman, B Reiser, D Faraggi - Statistics in medicine, 2006 - Wiley Online Library
The receiver operating characteristic (ROC) curve and in particular the area under the curve
(AUC) is commonly used to examine the discriminatory ability of diagnostic markers. Certain …

Adjusting receiver operating characteristic curves and related indices for covariates

D Faraggi - Journal of the Royal Statistical Society Series D: The …, 2003 - academic.oup.com
Continuous markers are often used to discriminate between diseased and healthy
populations. In this context, the receiver operating characteristic (ROC) curve is a popular …

Comparison of two correlated ROC curves at a given specificity or sensitivity level

LE Bantis, Z Feng - Statistics in medicine, 2016 - Wiley Online Library
The receiver operating characteristic (ROC) curve is the most popular statistical tool for
evaluating the discriminatory capability of a given continuous biomarker. The need to …

Measuring the effectiveness of diagnostic markers in the presence of measurement error through the use of ROC curves

B Reiser - Statistics in medicine, 2000 - Wiley Online Library
The area under the receiver operating characteristic curve is frequently used to assess the
effectiveness of diagnostic markers in distinguishing between diseased and healthy …

ROC steady: a receiver operating characteristic curve that is invariant relative to selection bias

GA Diamond - Medical Decision Making, 1987 - journals.sagepub.com
This paper describes a simple method for constructing receiver operating characteristic
(ROC) curves based on boundary conditions that restrict its theoretical shape. The resultant …

Linear combinations of multiple diagnostic markers

JQ Su, JS Liu - Journal of the American Statistical Association, 1993 - Taylor & Francis
The receiver operating characteristic (ROC) curve is a simple and meaningful measure to
assess the usefulness of diagnostic markers. To use the information carried by multiple …

Evaluating the added predictive ability of a new marker: from area under the ROC curve to reclassification and beyond

MJ Pencina, RB D'Agostino Sr… - Statistics in …, 2008 - Wiley Online Library
Identification of key factors associated with the risk of developing cardiovascular disease
and quantification of this risk using multivariable prediction algorithms are among the major …

Confidence intervals for the generalized ROC criterion

B Reiser, D Faraggi - Biometrics, 1997 - JSTOR
Receiver operating characteristic (ROC) curves are frequently used to assess the usefulness
of diagnostic markers. When several diagnostic markers are available, they can be …