55 citations · 116 across the 17 of their papers we have counts for
3 papers · 1 filter
Personalized Screening Intervals for Biomarkers using Joint Models for Longitudinal and Survival Data
Dimitris Rizopoulos, Jeremy M. G. Taylor, Joost van Rosmalen +2
Screening and surveillance are routinely used in medicine for early detection of disease and close monitoring of progression. Biomarkers are one of the primarily tools used for the…
Approximate likelihood inference in generalized linear latent variable models based on integral dimension reduction
Silvia Bianconcini, Silvia Cagnone, Dimitris Rizopoulos
Latent variable models represent a useful tool for the analysis of complex data when the constructs of interest are not observable. A problem related to these models is that the in…
Bayesian Hierarchical Modeling of Longitudinal Glaucomatous Visual Fields using a Two-Stage Approach
S. R. Bryan, P. H. C. Eilers, B. Li +4
The Bayesian approach has become increasingly popular because it allows to model quite complex models via Markov chain Monte Carlo (MCMC) sampling. However, it is also recognized n…