25 citations · 46 across the 4 of their papers we have counts for
5 papers
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…
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…
Bayesian nonparametric inference for the covariate-adjusted ROC curve
Vanda Inacio de Carvalho, Maria Xose Rodriguez-Alvarez
Accurate diagnosis of disease is of fundamental importance in clinical practice and medical research. Before a medical diagnostic test is routinely used in practice, its ability to…
On the estimation of variance parameters in non-standard generalised linear mixed models: Application to penalised smoothing
María Xosé Rodríguez-Álvarez, Maria Durban, Dae-Jin Lee +1
We present a novel method for the estimation of variance parameters in generalised linear mixed models. The method has its roots in Harville (1977)'s work, but it is able to deal w…
Spatio-temporal adaptive penalized splines with application to Neuroscience
María Xosé Rodríguez-Álvarez, María Durbán, Dae-Jin Lee +1
Data analysed here derive from experiments conducted to study neurons' activity in the visual cortex of behaving monkeys. We consider a spatio-temporal adaptive penalized spline (P…