3 papers
stat.ME2020
Robust and flexible inference for the covariate-specific ROC curve
Vanda Inacio, Vanda M. Lourenco, Miguel de Carvalho +2
Diagnostic tests are of critical importance in health care and medical research. Motivated by the impact that atypical and outlying test outcomes might have on the assessment of th…
stat.ME2020
Statistical Evaluation of Medical Tests
Vanda Inacio, Maria Xose Rodriguez-Alvarez, Pilar Gayoso-Diz
In this review, we present an overview of the main aspects related to the statistical evaluation of medical tests for diagnosis and prognosis. Measures of diagnostic performance fo…
stat.ME2020
ROCnReg: An R Package for Receiver Operating Characteristic Curve Inference with and without Covariate Information
Maria Xose Rodriguez-Alvarez, Vanda Inacio
The receiver operating characteristic (ROC) curve is the most popular tool used to evaluate the discriminatory capability of diagnostic tests/biomarkers measured on a continuous sc…