3 papers
stat.ME2022
Making SMART decisions in prophylaxis and treatment studies
Robert K. Mahar, Katherine J. Lee, Bibhas Chakraborty +2
The optimal prophylaxis, and treatment if the prophylaxis fails, for a disease may be best evaluated using a sequential multiple assignment randomised trial (SMART). A SMART is a m…
stat.ME2020
Multi-Level Micro-Randomized Trial: Detecting the Proximal Effect of Messages on Physical Activity
Jing Xu, Xiaoxi Yan, Caroline Figueroa +2
Technological advancements in mobile devices have made it possible to deliver mobile health interventions to individuals. A novel intervention framework that emerges from such adva…
stat.AP2019
SMARTp: A SMART design for non-surgical treatments of chronic periodontitis with spatially-referenced and non-randomly missing skewed outcomes
Jing Xu, Dipankar Bandyopadhyay, Sedigheh Mirzaei +2
This paper proposes dynamic treatment regimes for choosing individualized effective treatment strategies of chronic periodontal disease. R codes for implementing the proposed sampl…