Chapter 11: Imputing missing data from sequential multiple assignment randomized trials
Published in Society for Industrial and Applied Mathematics eBooks • Dec 8, 2015
NobleIDNI4P05W74R89S76
Authors:,,
Susan M. Shortreed
Eric B. Laber
Joëlle Pineau
Abstract
Sequential multiple assignment randomized trials (SMARTs) [184, 186, 242] are longitudinal clinical trials designed to collect data for constructing dynamic treatment regimes (see Chapter 2). As with most clinical trials, missing data is common in SMARTs, and careful consideration is required to ens...
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