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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…
stat.ME2016
Comparing cluster-level dynamic treatment regimens using sequential, multiple assignment, randomized trials: Regression estimation and sample size considerations
Timothy NeCamp, Amy Kilbourne, Daniel Almirall
Cluster-level dynamic treatment regimens can be used to guide sequential, intervention or treatment decision-making at the cluster level in order to improve outcomes at the individ…