A Data Analysis Method for Using Longitudinal Binary Outcome Data from a SMART to Compare Adaptive Interventions-Reference-Cited by-同舟云学术

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A Data Analysis Method for Using Longitudinal Binary Outcome Data from a SMART to Compare Adaptive Interventions

Published:2019-01-20 Issue:5 Volume:54 Page:613-636
ISSN:0027-3171
Container-title:Multivariate Behavioral Research
language:en
Short-container-title:Multivariate Behavioral Research

Author:

Dziak John J.¹,Yap Jamie R. T.²,Almirall Daniel²,McKay James R.³⁴,Lynch Kevin G.⁵,Nahum-Shani Inbal²

Affiliation:

1. The Methodology Center, The Pennsylvania State University;

2. Institute for Social Research, University of Michigan;

3. Department of Psychiatry, Perelman School of Medicine, University of Pennsylvania;

4. Philadelphia Veterans Affairs Medical Center, Perelman School of Medicine, University of Pennsylvania;

5. Center for Clinical Epidemiology and Biostatistics (CCEB) and Department of Psychiatry, University of Pennsylvania

Publisher

Informa UK Limited

Subject

Arts and Humanities (miscellaneous),Experimental and Cognitive Psychology,General Medicine,Statistics and Probability

Link

https://www.tandfonline.com/doi/pdf/10.1080/00273171.2018.1558042

Reference49 articles.

1. Adaptive Interventions in Child and Adolescent Mental Health

2. Longitudinal Effects of Adaptive Interventions With a Speech-Generating Device in Minimally Verbal Children With ASD

3. Introduction to SMART designs for the development of adaptive interventions: with application to weight loss research

4. Conceptualizing and testing random indirect effects and moderated mediation in multilevel models: New procedures and recommendations.

5. A note on using the estimated versus the known propensity score to estimate the average treatment effect

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1. SMART Binary: New Sample Size Planning Resources for SMART Studies with Binary Outcome Measurements;Multivariate Behavioral Research;2023-07-17

2. Sample size estimation for comparing dynamic treatment regimens in a SMART: A Monte Carlo-based approach and case study with longitudinal overdispersed count outcomes;Statistical Methods in Medical Research;2023-05-11

3. Design of experiments with sequential randomizations on multiple timescales: the hybrid experimental design;Behavior Research Methods;2023-05-08

4. A novel approach to assess dynamic treatment regimes embedded in a SMART with an ordinal outcome;Statistics in Medicine;2023-02

5. Effect of travel satisfaction and heterogeneity of activity-travel patterns of other persons in the household on social and mental health: The case of Bandung Metropolitan area;Case Studies on Transport Policy;2022-12

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