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stat.ME2024
Bayesian feature selection in joint models with application to a cardiovascular disease cohort study
Mirajul Islam, Michael J. Daniels, Zeynab Aghabazaz +1
Cardiovascular disease (CVD) cohorts collect data longitudinally to study the association between CVD risk factors and event times. An important area of scientific research is to b…
stat.ME2024
A Bayesian semi-parametric approach to causal mediation for longitudinal mediators and time-to-event outcomes with application to a cardiovascular disease cohort study
Saurabh Bhandari, Michael J. Daniels, Maria Josefsson +2
Causal mediation analysis of observational data is an important tool for investigating the potential causal effects of medications on disease-related risk factors, and on time-to-d…