17 citations · 28 across the 6 of their papers we have counts for
7 papers
Difference-in-differences with "bad controls"
Carolina Caetano, Brantly Callaway, Stroud Payne +1
This paper considers difference-in-differences identification strategies when the parallel trends assumption holds after conditioning on covariates that may themselves be affected…
Identification and Estimation in Fuzzy Regression Discontinuity Designs with Covariates
Carolina Caetano, Gregorio Caetano, Juan Carlos Escanciano
We study fuzzy regression discontinuity designs with covariates and characterize the weighted averages of conditional local average treatment effects (WLATEs) that are point identi…
Identification of Causal Effects with a Bunching Design
Carolina Caetano, Gregorio Caetano, Leonard Goff +1
We show that causal effects can be identified when there is bunching in the distribution of a continuous treatment variable, without imposing any parametric assumptions. This yield…
Causal Inference for Aggregated Treatment
Carolina Caetano, Gregorio Caetano, Brantly Callaway +1
In this paper, we study causal inference when the treatment variable is an aggregation of multiple sub-treatment variables. Researchers often report marginal causal effects for the…
Difference-in-Differences when Parallel Trends Holds Conditional on Covariates
Carolina Caetano, Brantly Callaway
We consider difference-in-differences identification and estimation strategies when the parallel trends assumption holds conditional on covariates, which can be time-varying, time-…
Difference in Differences with Time-Varying Covariates
Carolina Caetano, Brantly Callaway, Stroud Payne +1
This paper considers identification and estimation of causal effect parameters from participating in a binary treatment in a difference in differences (DID) setup when the parallel…