2 papers
stat.ME2020
A Bayesian semi-parametric approach for inference on the population partly conditional mean from longitudinal data with dropout
Maria Josefsson, Michael J. Daniels, Sara Pudas
Studies of memory trajectories using longitudinal data often result in highly non-representative samples due to selective study enrollment and attrition. An additional bias comes f…
stat.AP2019
Bayesian semi-parametric G-computation for causal inference in a cohort study with MNAR dropout and death
Maria Josefsson, Michael J. Daniels
Causal inference with observational longitudinal data and time-varying exposures is often complicated by time-dependent confounding and attrition. The G-computation formula is one…