Global Sensitivity Analysis for Randomized Trials with Informative Assessment Times: A Fully Parametric Approach
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Date
2020-04-30
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Johns Hopkins University
Abstract
Many randomized trials are designed to collect outcomes at fixed points in times after randomized. In practice, study participants miss their assessments or are assessed off-schedule. If and when individuals are assessed may be informative. In this thesis, we develop a sensitivity analysis methodology for analyzing randomized trials with a potentially informative assessment process. We develop these methods in the context of the Asthma Research for the Community (ARC) trial.
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Keywords
Sensitivity Analysis
Randomized Trial
Informative Assessment Times