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.

Data and Resources

Additional Info

Field Value
Source https://shs.hal.science/halshs-00699646
Author de Chaisemartin, Clément, d'Haultfoeuille, Xavier
Maintainer CCSD
Last Updated May 17, 2026, 20:27 (UTC)
Created May 17, 2026, 20:27 (UTC)
Identifier halshs-00699646
Language en
Rights https://about.hal.science/hal-authorisation-v1/
contributor Paris School of Economics (PSE) ; Université Paris 1 Panthéon-Sorbonne (UP1)-École normale supérieure - Paris (ENS-PSL) ; Université Paris Sciences et Lettres (PSL)-Université Paris Sciences et Lettres (PSL)-École des hautes études en sciences sociales (EHESS)-École nationale des ponts et chaussées (ENPC)-Centre National de la Recherche Scientifique (CNRS)-Institut National de Recherche pour l’Agriculture, l’Alimentation et l’Environnement (INRAE)
creator de Chaisemartin, Clément
date 2012-05-17T00:00:00
harvest_object_id 4978ac8e-d94f-4c3b-b504-0a92be1428c9
harvest_source_id 3374d638-d20b-4672-ba96-a23232d55657
harvest_source_title test moissonnage SELUNE
metadata_modified 2026-02-07T00:00:00
set_spec type:UNDEFINED