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Inspection-Guided Randomization: A Flexible and Transparent Restricted Randomization Framework for Better Experimental Design

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Journal of Educational and Behavioral Statistics

Published online on

Abstract

Journal of Educational and Behavioral Statistics, Volume 51, Issue 3, Page 667-695, June 2026.
Randomized experiments are considered the gold standard for estimating causal effects. However, out of the set of possible randomized assignments, some may be more likely to produce poor effect estimates and misleading conclusions. Restricted ...