Late Again with Defiers
We show that the Wald statistic still identifies a causal effect if instrument monotonicity is replaced by a weaker condition, which states that the potential propensities to be treated with or without the instrument should have the same distribution, conditional on potential outcomes. This holds for instance if the slippages between these potential propensities and the average propensity are independent of potential outcomes. In this framework, the Wald statistic identifies a LATE on a population which comprises both compliers and always takers.
|Date of creation:||May 2012|
|Note:||View the original document on HAL open archive server: https://halshs.archives-ouvertes.fr/halshs-00699646|
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References listed on IDEAS
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- Rashmi Barua & Kevin Lang, 2009.
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NBER Working Papers
15236, National Bureau of Economic Research, Inc.
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- Guido W. Imbens & Donald B. Rubin, 1997. "Estimating Outcome Distributions for Compliers in Instrumental Variables Models," Review of Economic Studies, Oxford University Press, vol. 64(4), pages 555-574.
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