1 citations · 1 across the 1 of their papers we have counts for
4 papers
A joint model for (un)bounded longitudinal markers, competing risks, and recurrent events using patient registry data
Pedro Miranda Afonso, Dimitris Rizopoulos, Anushka K. Palipana +5
Joint models for longitudinal and survival data have become a popular framework for studying the association between repeatedly measured biomarkers and clinical events. Nevertheles…
Bayesian Shape Invariant Model for Latent Growth Curve with Time-Invariant Covariates
Mohammad Alfrad Nobel Bhuiyan, Heidi Sucharew, Rhonda Szczesniak +4
In the attention-deficit hyperactivity disorder (ADHD) study, children are prescribed different stimulant medications. The height measurements are recorded longitudinally along wit…
Mixed-Stationary Gaussian Process for Flexible Non-Stationary Modeling of Spatial Outcomes
Leo L. Duan, Xia Wang, Rhonda D. Szczesniak
Gaussian processes (GPs) are commonplace in spatial statistics. Although many non-stationary models have been developed, there is arguably a lack of flexibility compared to equippi…
Integrating Latent Classes in the Bayesian Shared Parameter Joint Model of Longitudinal and Survival Outcomes
Eleni-Rosalina Andrinopoulou, Kazem Nasserinejad, Rhonda Szczesniak +1
Cystic fibrosis is a chronic lung disease which requires frequent patient monitoring to maintain lung function over time and minimize onset of acute respiratory events known as pul…