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08/23/2023
Estimating Causal Effects for Binary Outcomes Using Per-Decision Inverse Probability Weighting
Micro-randomized trials are commonly conducted for optimizing mobile hea...
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07/08/2021
The Micro-Randomized Trial for Developing Digital Interventions: Experimental Design and Data Analysis Considerations
Just-in-time adaptive interventions (JITAIs) are time-varying adaptive i...
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04/21/2020
The Micro-Randomized Trial for Developing Digital Interventions: Data Analysis Methods
Although there is much excitement surrounding the use of mobile and wear...
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10/13/2019
Improving Precision through Adjustment for Prognostic Variables in Group Sequential Trial Designs: Impact of Baseline Variables, Short-Term Outcomes, and Treatment Effect Heter
In randomized trials, appropriately adjusting for baseline variables and...
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06/03/2019
Estimating Time-Varying Causal Excursion Effect in Mobile Health with Binary Outcomes
Advances in wearables and digital technology now make it possible to del...
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02/28/2019
Deductive semiparametric estimation in Double-Sampling Designs with application to PEPFAR
Robust estimators in missing data problems often use semiparametric esti...
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02/28/2019
Linear mixed models under endogeneity: modeling sequential treatment effects with application to a mobile health study
Mobile health is a rapidly developing field in which behavioral treatmen...
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03/30/2018