41 citations · 54 across the 10 of their papers we have counts for
Showing stat.MEShow all
3 papers · 1 filter
stat.ME2017
Identification of Treatment Effects under Conditional Partial Independence
Matthew A. Masten, Alexandre Poirier
Conditional independence of treatment assignment from potential outcomes is a commonly used but nonrefutable assumption. We derive identified sets for various treatment effect para…
stat.ME2017
Inference on Breakdown Frontiers
Matthew A. Masten, Alexandre Poirier
Given a set of baseline assumptions, a breakdown frontier is the boundary between the set of assumptions which lead to a specific conclusion and those which do not. In a potential…
stat.ME2013★ 8 cited
Instrumental Variables Estimation of a Generalized Correlated Random Coefficients Model
Matthew A. Masten, Alexander Torgovitsky
We study identification and estimation of the average treatment effect in a correlated random coefficients model that allows for first stage heterogeneity and binary instruments. T…