5 citations · 14 across the 18 of their papers we have counts for
3 papers · 1 filter
A Bayesian nonparametric approach for causal inference with multiple mediators
Samrat Roy, Michael J. Daniels, Brendan J. Kelly +1
Mediation analysis with contemporaneously observed multiple mediators is an important area of causal inference. Recent approaches for multiple mediators are often based on parametr…
Flexible evaluation of surrogacy in Bayesian adaptive platform studies
Michael C Sachs, Erin E Gabriel, Alessio Crippa +1
Trial level surrogates are useful tools for improving the speed and cost effectiveness of trials, but surrogates that have not been properly evaluated can cause misleading results.…
Information Borrowing in Regression Models
Amy Zhang, Le Bao, Michael J. Daniels
Model development often takes data structure, subject matter considerations, model assumptions, and goodness of fit into consideration. To diagnose issues with any of these factors…