13 citations
2 papers
econ.EM2020★ 13 cited
A Framework for Eliciting, Incorporating, and Disciplining Identification Beliefs in Linear Models
Francis J. DiTraglia, Camilo Garcia-Jimeno
To estimate causal effects from observational data, an applied researcher must impose beliefs. The instrumental variables exclusion restriction, for example, represents the belief…
econ.EM2020★ 1 cited
Identifying Causal Effects in Experiments with Spillovers and Non-compliance
Francis J. DiTraglia, Camilo Garcia-Jimeno, Rossa O'Keeffe-O'Donovan +1
This paper shows how to use a randomized saturation experimental design to identify and estimate causal effects in the presence of spillovers--one person's treatment may affect ano…