6 citations · 14 across the 6 of their papers we have counts for
7 papers
Penalised spline estimation of covariate-specific time-dependent ROC curves
María Xosé Rodríguez-Álvarez, Vanda Inácio
The identification of biomarkers with high predictive accuracy is a crucial task in medical research, as it can aid clinicians in making early decisions, thereby reducing morbidity…
Density regression via Dirichlet process mixtures of normal structured additive regression models
María Xosé Rodríguez-Álvarez, Vanda Inácio, Nadja Klein
Within Bayesian nonparametrics, dependent Dirichlet process mixture models provide a highly flexible approach for conducting inference about the conditional density function. Howev…
A study on group fairness in healthcare outcomes for nursing home residents during the COVID-19 pandemic in the Basque Country
Hristo Inouzhe, Irantzu Barrio, Paula Gordaliza +3
We explore the effect of nursing home status on healthcare outcomes such as hospitalisation, mortality and in-hospital mortality during the COVID-19 pandemic. Some claim that in sp…
Compartmental Disease Models with Time-Varying Transmission Rates: A Bayesian Generalized Hamiltonian Monte Carlo framework with Applications to COVID-19
Hristo Inouzhe, María Xosé Rodríguez-Álvarez, Lorenzo Nagar +1
Epidemic transmission is shaped by changing behaviour, interventions, and unobserved factors, while incidence data are noisy and incomplete. We develop a Bayesian statistical-mecha…
Multidimensional Adaptive Penalised Splines with Application to Neurons' Activity Studies
María Xosé Rodríguez-Álvarez, María Durbán, Paul H. C. Eilers +2
P-spline models have achieved great popularity both in statistical and in applied research. A possible drawback of P-spline is that they assume a smooth transition of the covariate…
Fast estimation of multidimensional adaptive P-spline models
María Xosé Rodríguez-Álvarez, María Durbán, Dae-Jin Lee +1
A fast and stable algorithm for estimating multidimensional adaptive P-spline models is presented. We call it as Separation of Overlapping Penalties (SOP) as it is an extension of…
Spatial Models for Field Trials
María Xosé Rodríguez-Álvarez, Martin P. Boer, Fred A. van Eeuwijk +1
An important aim of the analysis of agricultural field trials is to obtain good predictions for genotypic performance, by correcting for spatial effects. In practice these correcti…