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A SMART Data Analysis Method for Constructing Adaptive Treatment Strategies for Substance Use Disorders

AIMS: To demonstrate how Q-learning, a novel data analysis method, can be used with data from a sequential, multiple assignment, randomized trial (SMART) to construct empirically an adaptive treatment strategy (ATS) that is more tailored than the ATSs already embedded in a SMART. METHOD: We use Q-le...

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Bibliografske podrobnosti
izdano v:Addiction
Main Authors: Nahum-Shani, Inbal, Ertefaie, Ashkan, Lucy, Xi, Lynch, Kevin G., McKay, James R., Oslin, David, Almirall, Daniel
Format: Artigo
Jezik:Inglês
Izdano: 2017
Teme:
Online dostop:https://ncbi.nlm.nih.gov/pmc/articles/PMC5431579/
https://ncbi.nlm.nih.gov/pubmed/28029718
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1111/add.13743
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