ROCnReg: an R package for receiver operating characteristic curve inference with and without covariates
MX Rodríguez-Álvarez, I Vanda - 2021 - bird.bcamath.org
… partial) area under the ROC curve and the Youden index, can be … for ROC curves and
associated summary indices and … section focuses on the covariate-adjusted ROC curve as a …
associated summary indices and … section focuses on the covariate-adjusted ROC curve as a …
ROCnReg: An R package for receiver operating characteristic curve inference with and without covariate information
MX Rodríguez-Álvarez, V Inácio - arXiv preprint arXiv:2003.13111, 2020 - arxiv.org
… ROC curve (pooled, covariate-specific or covariate-adjusted), … ) area under the ROC curve
and the Youden index, can be obtained. … for ROC curves and associated summary indices and …
and the Youden index, can be obtained. … for ROC curves and associated summary indices and …
Robust and flexible inference for the covariate‐specific receiver operating characteristic curve
V Inácio, V M. Lourenço, M de Carvalho… - Statistics in …, 2021 - Wiley Online Library
… of the Prostate Health Index to discriminate between men with … the covariate-specific ROC
curve and its associated summary … Note that in this setting, for each possible value x , we might …
curve and its associated summary … Note that in this setting, for each possible value x , we might …
Confidence intervals for the area under the receiver operating characteristic curve in the presence of ignorable missing data
… AUC have been proposed to adjust biases caused by missing … of five covariates and Σ Z is
a 5-by-5 covariance matrix of Z. … on disease status indicators with the missingness mechanism …
a 5-by-5 covariance matrix of Z. … on disease status indicators with the missingness mechanism …
The Youden index in the generalized receiver operating characteristic curve context
P Martínez-Camblor… - The international journal …, 2019 - degruyter.com
… index and the associated cutoff points in a parametric (binormal) and a non-parametric setting
… propose the plug-in estimator of the Youden index associated to the binormal gROC curve …
… propose the plug-in estimator of the Youden index associated to the binormal gROC curve …
Joint hypothesis testing of the area under the receiver operating characteristic curve and the Youden index
… a single index, and the IUT is easy to apply and have similar … a candidate test meets
the requirement setting by pre-specified … AUC and Youden index and their variance-covariance. …
the requirement setting by pre-specified … AUC and Youden index and their variance-covariance. …
Model-free posterior inference on the area under the receiver operating characteristic curve
Z Wang, R Martin - Journal of Statistical Planning and Inference, 2020 - Elsevier
… of θ alone, so the model index ζ would include a number of … Consequently, it is reasonable
to adjust ω so that a set of … V 1 ) } , with C the covariance operator under joint distribution P . If …
to adjust ω so that a set of … V 1 ) } , with C the covariance operator under joint distribution P . If …
Assessing cure status prediction from survival data using receiver operating characteristic curves
M Amico, I Van Keilegom, B Han - Biometrika, 2021 - academic.oup.com
… of a single covariate, or a combination of covariates to predict … For each setting we consider
|$500$| datasets, and we carry … , particularly for our single-index/Cox approach under the …
|$500$| datasets, and we carry … , particularly for our single-index/Cox approach under the …
Assessment of the value of comorbidity indices for risk adjustment in colorectal surgery patients
P Strombom, M Widmar, M Keskin… - Annals of surgical …, 2019 - Springer
… alone, and each index as an additional covariate. Models were … method for receiver operating
characteristic (ROC) curves, with … Receiver operating characteristic curves were created for …
characteristic (ROC) curves, with … Receiver operating characteristic curves were created for …
The relationship between Gini terminology and the ROC curve
E Schechtman, G Schechtman - Metron, 2019 - Springer
… under the receiver operating characteristic (ROC) curve, which … Gini index, which is relevant
to our paper, is the GMD divided … We show that the AUC is related to the Gini covariance and …
to our paper, is the GMD divided … We show that the AUC is related to the Gini covariance and …