Partial Identification of Local Average Treatment Effects With an Invalid Instrument

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Using Secondary Outcomes to Sharpen Inference in Randomized Experiments With Noncompliance (2013, background): “…a priori counterfactual quantity, namely the outcome for compliers when they are assigned to take the treatment and do not take it (for details see, e.g., Flores and Flores-Lagunes 2013).1 Because compliers do take the treatment if assigned to take it, data contain no information on this outcome.”
Beyond plausibly exogenous (2018, unknown): “1 Alternative approaches to dealing with violations of the exclusion restriction include Ashley (2009), Berkowitz et al. (2012), Flores and Flores-Lagunes (2012), Hahn and Hausman (2002), Jones (2015), Kang et al. (2016), Kolesár et al. (2015), Kraay (2012), Nevo and Rosen (2012) and Small (2007).”