Masked analysis for small-scale cluster randomized controlled trials
Abstract
Researchers conducting small-scale cluster randomized controlled trials (RCTs) during the pilot testing of an intervention often look for evidence of promise to justify an efficacy trial. We developed a method to test for intervention effects that is adaptive (i.e., responsive to data exploration), requires few assumptions, and is statistically valid (i.e., controls the type I error rate), by adapting masked visual analysis techniques to cluster...
Paper Details
Title
Masked analysis for small-scale cluster randomized controlled trials
Published Date
Oct 4, 2021
Journal
Volume
54
Issue
4
Pages
1701 - 1714
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