52 citations · 63 across the 22 of their papers we have counts for
4 papers · 1 filter
Inference on summaries of a model-agnostic longitudinal variable importance trajectory with application to suicide prevention
Brian D. Williamson, Erica E. M. Moodie, Gregory E. Simon +2
Risk of suicide attempt varies over time. Understanding the importance of risk factors measured at a mental health visit can help clinicians evaluate future risk and provide approp…
Bayesian Optimization for Personalized Dose-Finding Trials with Combination Therapies
James Willard, Shirin Golchi, Erica E. M. Moodie +2
Identification of optimal dose combinations in early phase dose-finding trials is challenging, due to the trade-off between precisely estimating the many parameters required to fle…
Bayesian inference for optimal dynamic treatment regimes in practice
Daniel Rodriguez Duque, Erica E. M. Moodie, David A. Stephens
In this work, we examine recently developed methods for Bayesian inference of optimal dynamic treatment regimes (DTRs). DTRs are a set of treatment decision rules aimed at tailorin…
Revisiting the Effects of Maternal Education on Adolescents' Academic Performance: Doubly Robust Estimation in a Network-Based Observational Study
Vanessa McNealis, Erica E. M. Moodie, Nema Dean
In many contexts, particularly when study subjects are adolescents, peer effects can invalidate typical statistical requirements in the data. For instance, it is plausible that a s…