455 citations · 456 across the 4 of their papers we have counts for
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stat.ME2020★ 1 cited
Personalized Policy Learning using Longitudinal Mobile Health Data
Xinyu Hu, Min Qian, Bin Cheng +1
We address the personalized policy learning problem using longitudinal mobile health application usage data. Personalized policy represents a paradigm shift from developing a singl…
stat.ME2019
Linear Mixed Models for Comparing Dynamic Treatment Regimens on a Longitudinal Outcome in Sequentially Randomized Trials
Brook Luers, Min Qian, Inbal Nahum-Shani +2
A dynamic treatment regimen (DTR) is a pre-specified sequence of decision rules which maps baseline or time-varying measurements on an individual to a recommended intervention or s…
stat.ME2018
Generalization error for decision problems
Eric B. Laber, Min Qian
In this entry we review the generalization error for classification and single-stage decision problems. We distinguish three alternative definitions of the generalization error whi…