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Multivariate Behavioral Research Volume 54, 2019 - Issue 5
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Original Articles

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

John J. DziakThe Methodology Center, The Pennsylvania State University; Correspondence[email protected]
,
Jamie R. T. YapInstitute for Social Research, University of Michigan;
,
Daniel AlmirallInstitute for Social Research, University of Michigan;
,
James R. McKayDepartment of Psychiatry, Perelman School of Medicine, University of Pennsylvania; ;Philadelphia Veterans Affairs Medical Center, Perelman School of Medicine, University of Pennsylvania;
,
Kevin G. LynchCenter for Clinical Epidemiology and Biostatistics (CCEB) and Department of Psychiatry, University of Pennsylvania
&
Inbal Nahum-ShaniInstitute for Social Research, University of Michigan; Correspondence[email protected]
Pages 613-636 | Published online: 20 Jan 2019

Citations (8)

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Read on this site (1)

John J. Dziak, Daniel Almirall, Walter Dempsey, Catherine Stanger & Inbal Nahum-Shani. (2023) SMART Binary: New Sample Size Planning Resources for SMART Studies with Binary Outcome Measurements. Multivariate Behavioral Research 0:0, pages 1-16.
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Articles from other publishers (7)

Jamie Yap, John J Dziak, Raju Maiti, Kevin Lynch, James R McKay, Bibhas Chakraborty & Inbal Nahum-Shani. (2023) 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 32:7, pages 1267-1283.
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Inbal Nahum-Shani, John J. Dziak, Hanna Venera, Angela F. Pfammatter, Bonnie Spring & Walter Dempsey. (2023) Design of experiments with sequential randomizations on multiple timescales: the hybrid experimental design. Behavior Research Methods.
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Palash Ghosh, Xiaoxi Yan & Bibhas Chakraborty. (2023) A novel approach to assess dynamic treatment regimes embedded in a SMART with an ordinal outcome. Statistics in Medicine 42:7, pages 1096-1111.
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Jeanly Syahputri, Dimas B.E. Dharmowijoyo, Tri Basuki Joewono & Muhamad Rizki. (2022) 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 10:4, pages 2111-2124.
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Inbal Nahum-Shani, John J. Dziak & David W. Wetter. (2022) MCMTC: A Pragmatic Framework for Selecting an Experimental Design to Inform the Development of Digital Interventions. Frontiers in Digital Health 4.
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Ardith Z. Doorenbos, Emily A. Haozous, Min Kyeong Jang & Dale Langford. (2019) Sequential multiple assignment randomization trial designs for nursing research. Research in Nursing & Health 42:6, pages 429-435.
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Dimas Bayu Endrayana Dharmowijoyo, Muhammad Zudhy Irawan, Nindyo Cahyo Kresnanto, Sakinah Fathrunnadi Shalihati & Anugrah Illahi. (2022) Effects of Extrinsic and Intrinsic Motivation on Electric Motorcycle Adoption. SSRN Electronic Journal.
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