Sharp bounds for complier average potential outcomes in experiments with noncompliance and incomplete reporting

Peter M. Aronow and Donald P. Green

Statistics & Probability Letters, 2013, vol. 83, issue 3, 677-679

Abstract: Published reports of experiments with noncompliance often fail to report information necessary for recovering average potential outcomes for compliers. We derive sharp bounds on the average potential outcomes for compliers, when given only average outcomes for units assigned to treatment, average outcomes for units assigned to control, and the difference in average take-up between assignment statuses.

Keywords: Complier average causal effects; Local average treatment effect; Partial identification; Randomized experiments; Noncompliance (search for similar items in EconPapers)
Date: 2013
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DOI: 10.1016/j.spl.2012.11.012

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