3 papers
stat.ME2025
Multilevel Primary Aim Analyses of Clustered SMARTs: With Applications in Health Policy
Gabriel Durham, Anil Battalahalli, Amy Kilbourne +4
In many health policy settings, adaptive interventions target a population of clusters (e.g., schools), with the ultimate intent of impacting outcomes at the level of individuals w…
stat.ME2025
Q-Learning with Clustered-SMART (cSMART) Data: Examining Moderators in the Construction of Clustered Adaptive Interventions
Yao Song, Kelly Speth, Amy Kilbourne +3
A clustered adaptive intervention (cAI) is a pre-specified sequence of decision rules that guides practitioners on how best - and based on which measures - to tailor cluster-level…
stat.ME2024
Finite-sample adjustments for comparing clustered adaptive interventions using data from a clustered SMART
Wenchu Pan, Daniel Almirall, Amy M. Kilbourne +2
Adaptive interventions, aka dynamic treatment regimens, are sequences of pre-specified decision rules that guide the provision of treatment for an individual given information abou…