5 citations · 5 across the 1 of their papers we have counts for
3 papers
Compartmental Disease Models with Time-Varying Transmission Rates: A Bayesian Generalized Hamiltonian Monte Carlo framework with Applications to COVID-19
Hristo Inouzhe, MarÃa Xosé RodrÃguez-Ãlvarez, 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…
Penalised spline estimation of covariate-specific time-dependent ROC curves
MarÃa Xosé RodrÃguez-Ãlvarez, 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
MarÃa Xosé RodrÃguez-Ãlvarez, 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…